<!DOCTYPE html>
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<head>
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    <title>ClickHouse Hardware Benchmark</title>

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const queries = [
"SELECT count() FROM {table};",
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"SELECT RegionID, sum(AdvEngineID), count() AS c, avg(ResolutionWidth), uniq(UserID) FROM {table} GROUP BY RegionID ORDER BY c DESC LIMIT 10;",
"SELECT MobilePhoneModel, uniq(UserID) AS u FROM {table} WHERE MobilePhoneModel != '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;",
"SELECT MobilePhone, MobilePhoneModel, uniq(UserID) AS u FROM {table} WHERE MobilePhoneModel != '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;",
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"SELECT UserID, SearchPhrase, count() FROM {table} GROUP BY UserID, SearchPhrase LIMIT 10;",
"SELECT UserID, toMinute(EventTime) AS m, SearchPhrase, count() FROM {table} GROUP BY UserID, m, SearchPhrase ORDER BY count() DESC LIMIT 10;",
"SELECT UserID FROM {table} WHERE UserID = 12345678901234567890;",
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"SELECT sum(ResolutionWidth), sum(ResolutionWidth + 1), sum(ResolutionWidth + 2), sum(ResolutionWidth + 3), sum(ResolutionWidth + 4), sum(ResolutionWidth + 5), sum(ResolutionWidth + 6), sum(ResolutionWidth + 7), sum(ResolutionWidth + 8), sum(ResolutionWidth + 9), sum(ResolutionWidth + 10), sum(ResolutionWidth + 11), sum(ResolutionWidth + 12), sum(ResolutionWidth + 13), sum(ResolutionWidth + 14), sum(ResolutionWidth + 15), sum(ResolutionWidth + 16), sum(ResolutionWidth + 17), sum(ResolutionWidth + 18), sum(ResolutionWidth + 19), sum(ResolutionWidth + 20), sum(ResolutionWidth + 21), sum(ResolutionWidth + 22), sum(ResolutionWidth + 23), sum(ResolutionWidth + 24), sum(ResolutionWidth + 25), sum(ResolutionWidth + 26), sum(ResolutionWidth + 27), sum(ResolutionWidth + 28), sum(ResolutionWidth + 29), sum(ResolutionWidth + 30), sum(ResolutionWidth + 31), sum(ResolutionWidth + 32), sum(ResolutionWidth + 33), sum(ResolutionWidth + 34), sum(ResolutionWidth + 35), sum(ResolutionWidth + 36), sum(ResolutionWidth + 37), sum(ResolutionWidth + 38), sum(ResolutionWidth + 39), sum(ResolutionWidth + 40), sum(ResolutionWidth + 41), sum(ResolutionWidth + 42), sum(ResolutionWidth + 43), sum(ResolutionWidth + 44), sum(ResolutionWidth + 45), sum(ResolutionWidth + 46), sum(ResolutionWidth + 47), sum(ResolutionWidth + 48), sum(ResolutionWidth + 49), sum(ResolutionWidth + 50), sum(ResolutionWidth + 51), sum(ResolutionWidth + 52), sum(ResolutionWidth + 53), sum(ResolutionWidth + 54), sum(ResolutionWidth + 55), sum(ResolutionWidth + 56), sum(ResolutionWidth + 57), sum(ResolutionWidth + 58), sum(ResolutionWidth + 59), sum(ResolutionWidth + 60), sum(ResolutionWidth + 61), sum(ResolutionWidth + 62), sum(ResolutionWidth + 63), sum(ResolutionWidth + 64), sum(ResolutionWidth + 65), sum(ResolutionWidth + 66), sum(ResolutionWidth + 67), sum(ResolutionWidth + 68), sum(ResolutionWidth + 69), sum(ResolutionWidth + 70), sum(ResolutionWidth + 71), sum(ResolutionWidth + 72), sum(ResolutionWidth + 73), sum(ResolutionWidth + 74), sum(ResolutionWidth + 75), sum(ResolutionWidth + 76), sum(ResolutionWidth + 77), sum(ResolutionWidth + 78), sum(ResolutionWidth + 79), sum(ResolutionWidth + 80), sum(ResolutionWidth + 81), sum(ResolutionWidth + 82), sum(ResolutionWidth + 83), sum(ResolutionWidth + 84), sum(ResolutionWidth + 85), sum(ResolutionWidth + 86), sum(ResolutionWidth + 87), sum(ResolutionWidth + 88), sum(ResolutionWidth + 89) FROM {table};",
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"SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM {table} GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;",
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"SELECT URL, count() AS PageViews FROM {table} WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT Refresh AND IsLink AND NOT IsDownload GROUP BY URL ORDER BY PageViews DESC LIMIT 1000;",
"SELECT TraficSourceID, SearchEngineID, AdvEngineID, ((SearchEngineID = 0 AND AdvEngineID = 0) ? Referer : '') AS Src, URL AS Dst, count() AS PageViews FROM {table} WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT Refresh GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 1000;",
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"SELECT toStartOfMinute(EventTime) AS Minute, count() AS PageViews FROM {table} WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-02' AND NOT Refresh AND NOT DontCountHits GROUP BY Minute ORDER BY Minute;"
];

const data = [
{"machine":"AMD EPYC 7402P HDD","comment":"AMD EPYC 7402P 2.8 GHz, 128 GB DDR4, HDD RAID1 2×8000 GB HDD (TOSHIBA MG06ACA800E)","time":"2020-01-26 00:00:00","tags":["server","amd"],"result":[[0.149,0.002,0.002],[0.263,0.012,0.011],[0.631,0.017,0.016],[1.829,0.023,0.020],[2.073,0.078,0.076],[2.981,0.176,0.138],[0.204,0.022,0.012],[0.195,0.011,0.011],[2.652,0.195,0.193],[2.949,0.226,0.218],[2.124,0.101,0.099],[2.369,0.106,0.102],[2.978,0.254,0.248],[4.546,0.328,0.321],[3.391,0.298,0.297],[2.211,0.269,0.268],[4.889,0.850,0.842],[4.627,0.514,0.505],[8.805,1.506,1.432],[1.979,0.034,0.044],[18.744,0.315,0.248],[22.946,0.301,0.276],[41.584,0.703,0.692],[42.963,0.392,0.335],[5.992,0.130,0.096],[3.050,0.096,0.085],[6.390,0.115,0.101],[20.038,0.319,0.296],[17.610,0.408,0.396],[1.187,1.056,1.055],[5.134,0.254,0.249],[10.690,0.348,0.341],[9.296,2.190,2.149],[20.999,1.258,1.258],[22.020,1.256,1.254],[1.715,0.400,0.390],[0.403,0.169,0.164],[0.147,0.069,0.069],[0.137,0.063,0.062],[0.568,0.344,0.359],[0.152,0.027,0.021],[0.076,0.018,0.017],[0.021,0.006,0.006]],"source":"results/amd_epyc_7402p_hdd.json"}
,{"machine":"AMD EPYC 7502P nVME","comment":"AMD EPYC 7502P / 128G DDR4 / 2NVME SAMSUNG MZQLB960HAJR","time":"2020-03-05 00:00:00","tags":["server","amd"],"result":[[0.012,0.019,0.009],[0.042,0.026,0.038],[0.026,0.032,0.017],[0.058,0.025,0.027],[0.095,0.080,0.087],[0.143,0.125,0.124],[0.018,0.010,0.016],[0.013,0.012,0.013],[0.201,0.182,0.182],[0.228,0.204,0.204],[0.093,0.078,0.077],[0.100,0.080,0.081],[0.241,0.222,0.218],[0.291,0.265,0.270],[0.268,0.254,0.256],[0.255,0.241,0.242],[0.623,0.593,0.599],[0.373,0.343,0.339],[1.354,1.318,1.311],[0.054,0.020,0.022],[0.495,0.247,0.242],[0.520,0.258,0.248],[0.957,0.646,0.652],[null,null,null],[0.149,0.105,0.099],[0.091,0.070,0.069],[0.150,0.096,0.094],[0.499,0.315,0.309],[0.437,0.354,0.357],[1.002,0.996,0.991],[0.234,0.205,0.207],[0.380,0.305,0.305],[1.733,1.651,1.655],[1.230,1.134,1.132],[1.217,1.130,1.114],[0.396,0.385,0.383],[0.156,0.148,0.160],[0.065,0.062,0.063],[0.057,0.052,0.052],[0.368,0.342,0.336],[0.030,0.025,0.027],[0.022,0.017,0.019],[0.005,0.004,0.004]],"source":"results/amd_epyc_7402p_nvme.json"}
,{"machine":"AMD EPYC 7402P SSD","comment":"AMD EPYC 7402P 2.8 GHz, 128 GB DDR4, SSD RAID1 2×1920 GB SSD (INTEL SSDSC2KB019T7)","time":"2020-01-26 00:00:00","tags":["server","amd"],"result":[[0.014,0.002,0.002],[0.031,0.014,0.010],[0.077,0.015,0.015],[0.255,0.020,0.019],[0.286,0.075,0.073],[0.452,0.136,0.135],[0.025,0.012,0.012],[0.021,0.011,0.011],[0.431,0.188,0.188],[0.491,0.213,0.214],[0.308,0.099,0.097],[0.319,0.102,0.098],[0.491,0.247,0.248],[0.786,0.323,0.316],[0.574,0.291,0.291],[0.414,0.266,0.267],[1.097,0.847,0.835],[0.748,0.507,0.505],[1.977,1.467,1.488],[0.264,0.018,0.029],[2.937,0.281,0.254],[3.288,0.301,0.283],[6.502,0.698,0.687],[7.260,0.358,0.351],[0.796,0.096,0.095],[0.399,0.084,0.083],[0.873,0.099,0.101],[3.215,0.318,0.300],[2.680,0.394,0.391],[1.099,1.058,1.055],[0.802,0.250,0.251],[1.823,0.340,0.341],[2.750,2.168,2.157],[3.638,1.301,1.267],[3.583,1.289,1.288],[0.455,0.392,0.393],[0.279,0.170,0.159],[0.089,0.068,0.066],[0.135,0.063,0.061],[0.479,0.329,0.341],[0.059,0.021,0.020],[0.042,0.018,0.020],[0.011,0.006,0.006]],"source":"results/amd_epyc_7402p_ssd.json"}
,{"machine":"AMD EPYC 7502P","comment":"AMD EPYC 7502P 32-Core Processor with HT (64 thread) / 512 Gb RAM / mdadm RAID1 SAMSUNG MZQLB3T8HALS-00007 + LVM","time":"2020-04-16 00:00:00","tags":["server","amd"],"result":[[0.007,0.002,0.002],[0.022,0.011,0.011],[0.028,0.017,0.017],[0.050,0.022,0.022],[0.098,0.079,0.078],[0.149,0.125,0.126],[0.020,0.014,0.014],[0.015,0.013,0.013],[0.169,0.148,0.148],[0.237,0.171,0.168],[0.103,0.084,0.082],[0.099,0.085,0.084],[0.262,0.221,0.221],[0.312,0.281,0.282],[0.274,0.259,0.255],[0.255,0.237,0.237],[0.616,0.592,0.589],[0.398,0.364,0.359],[1.358,1.301,1.292],[0.056,0.025,0.022],[0.485,0.265,0.263],[0.510,0.271,0.255],[0.938,0.693,0.674],[1.262,0.396,0.367],[0.144,0.082,0.081],[0.088,0.066,0.065],[0.141,0.084,0.082],[0.488,0.329,0.325],[0.441,0.376,0.374],[1.054,1.049,1.068],[0.222,0.190,0.189],[0.386,0.321,0.319],[1.703,1.625,1.660],[1.272,1.202,1.207],[1.276,1.185,1.204],[0.398,0.382,0.382],[0.171,0.160,0.160],[0.071,0.058,0.059],[0.059,0.055,0.053],[0.364,0.341,0.354],[0.028,0.022,0.027],[0.027,0.020,0.018],[0.010,0.008,0.005]],"source":"results/amd_epyc_7502p.json"}
,{"machine":"Dell PowerEdge R6415","comment":"Dell PowerEdge R6415 DX180 AMD EPYC™ 7551P 32-Core Naples (Zen), 128 GB RAM, 2x SSD 960 GB RAID-1","cpu_vendor":"AMD","time":"2020-01-13 00:00:00","tags":["server","amd"],"result":[[0.007,0.002,0.001],[0.030,0.016,0.014],[0.042,0.026,0.026],[0.078,0.043,0.042],[0.143,0.120,0.117],[0.239,0.198,0.198],[0.022,0.014,0.014],[0.016,0.013,0.015],[0.388,0.380,0.384],[0.476,0.429,0.411],[0.201,0.192,0.191],[0.204,0.207,0.192],[0.676,0.654,0.637],[0.890,0.932,0.940],[0.730,0.789,0.738],[0.658,0.641,0.678],[1.556,1.430,1.529],[0.819,1.096,0.906],[3.569,3.626,3.508],[0.083,0.047,0.077],[0.812,1.010,0.601],[1.097,0.847,0.864],[2.654,3.146,3.169],[1.595,0.922,0.877],[0.259,0.227,0.236],[0.206,0.187,0.181],[0.245,0.235,0.232],[0.974,1.018,1.012],[1.280,1.398,1.243],[2.171,2.270,2.284],[0.594,0.592,0.602],[0.976,0.946,0.966],[4.543,4.471,4.364],[3.844,4.052,3.858],[3.932,3.961,3.982],[1.128,1.117,1.146],[0.233,0.216,0.221],[0.088,0.082,0.085],[0.075,0.070,0.070],[0.465,0.445,0.435],[0.036,0.026,0.031],[0.028,0.024,0.021],[0.010,0.006,0.006]],"source":"results/amd_epyc_7551.json"}
,{"machine":"AMD EPYC 7642","comment":"2x AMD EPYC 7642 / 512 GB RAM / 12x 1TB SSD (RAID 6)","time":"2020-09-21 00:00:00","tags":["server","amd"],"result":[[0.003,0.003,0.002],[0.039,0.041,0.024],[0.052,0.029,0.029],[0.087,0.031,0.032],[0.152,0.106,0.105],[0.204,0.128,0.128],[0.049,0.028,0.027],[0.031,0.024,0.027],[0.190,0.130,0.125],[0.210,0.142,0.138],[0.142,0.091,0.087],[0.143,0.101,0.097],[0.318,0.170,0.163],[0.303,0.193,0.191],[0.240,0.175,0.166],[0.200,0.166,0.161],[0.466,0.364,0.345],[0.298,0.244,0.231],[1.288,0.901,0.859],[0.087,0.031,0.025],[0.663,0.201,0.191],[0.661,0.213,0.154],[1.118,0.599,0.593],[1.708,0.392,0.318],[0.202,0.065,0.066],[0.135,0.061,0.057],[0.203,0.066,0.067],[0.630,0.296,0.290],[0.578,0.281,0.262],[0.662,0.670,0.639],[0.241,0.153,0.150],[0.424,0.235,0.231],[1.505,1.090,1.090],[1.038,0.818,0.799],[1.064,0.856,0.809],[0.332,0.297,0.275],[0.200,0.169,0.168],[0.083,0.070,0.071],[0.090,0.059,0.063],[0.416,0.419,0.398],[0.048,0.032,0.032],[0.036,0.027,0.025],[0.007,0.007,0.007]],"source":"results/amd_epyc_7642.json"}
,{"machine":"AMD EPYC 7662","comment":"AMD EPYC 7662 64-Core Processor","time":"2022-01-26 11:28:55","tags":["server","amd"],"result":[[0.001,0.001,0.001],[0.037,0.019,0.020],[0.082,0.034,0.026],[0.298,0.045,0.038],[0.424,0.188,0.178],[0.594,0.229,0.227],[0.037,0.028,0.032],[0.060,0.028,0.027],[0.496,0.185,0.192],[0.611,0.210,0.214],[0.400,0.148,0.137],[0.424,0.155,0.144],[0.639,0.256,0.239],[0.944,0.404,0.309],[0.699,0.326,0.288],[0.461,0.221,0.216],[1.176,0.539,0.561],[1.070,0.410,0.426],[2.080,0.950,0.866],[0.351,0.066,0.130],[3.248,0.461,0.313],[3.612,0.261,0.231],[6.720,0.682,0.671],[6.300,0.517,0.488],[0.982,0.136,0.125],[0.531,0.112,0.109],[1.006,0.133,0.118],[3.184,0.324,0.310],[2.799,0.327,0.308],[0.569,0.492,0.493],[0.900,0.212,0.221],[1.925,0.353,0.326],[2.489,1.173,1.248],[3.626,0.990,0.897],[3.743,0.935,0.915],[0.419,0.311,0.339],[0.278,0.244,0.236],[0.111,0.099,0.098],[0.139,0.086,0.084],[0.664,0.520,0.552],[0.072,0.028,0.036],[0.050,0.031,0.022],[0.005,0.005,0.011]],"source":"results/amd_epyc_7662.json"}
,{"machine":"AMD EPYC 7702","comment":"AMD EPYC 7702, 256 cores, 512 GiB, NVMe SSD","time":"2020-04-09 00:00:00","tags":["server","amd"],"result":[[0.006,0.002,0.002],[0.252,0.072,0.057],[0.113,0.066,0.057],[0.197,0.055,0.065],[0.311,0.199,0.217],[0.360,0.200,0.183],[0.119,0.050,0.045],[0.066,0.061,0.057],[0.320,0.150,0.144],[0.346,0.170,0.162],[0.226,0.117,0.115],[0.265,0.112,0.118],[0.402,0.249,0.250],[0.561,0.327,0.332],[0.397,0.267,0.257],[0.323,0.221,0.233],[0.710,0.527,0.517],[0.667,0.437,0.443],[1.269,0.936,0.957],[0.189,0.043,0.043],[1.673,0.206,0.169],[1.937,0.214,0.184],[3.527,0.755,0.737],[3.197,0.551,0.523],[0.519,0.076,0.086],[0.268,0.060,0.080],[0.522,0.075,0.079],[1.693,0.345,0.351],[1.466,0.330,0.318],[1.078,0.974,1.019],[0.501,0.196,0.200],[1.032,0.266,0.271],[1.621,1.156,1.169],[2.089,0.998,0.972],[2.106,0.974,0.959],[0.366,0.305,0.305],[0.190,0.187,0.183],[0.071,0.066,0.075],[0.072,0.068,0.062],[0.415,0.353,0.457],[0.034,0.032,0.028],[0.031,0.027,0.032],[0.024,0.007,0.007]],"source":"results/amd_epyc_7702.json"}
,{"machine":"EPYC 7702 on ZFS mirror NVME","comment":"2x EPYC 7702 on ZFS mirror NVME, AMD EPYC 7702 64-Core Processor","time":"2022-01-14 21:07:13","tags":["server","amd"],"result":[[0.001,0.002,0.001],[0.033,0.021,0.022],[0.026,0.022,0.024],[0.032,0.024,0.027],[0.114,0.115,0.116],[0.156,0.150,0.156],[0.035,0.023,0.022],[0.035,0.023,0.023],[0.134,0.148,0.133],[0.165,0.150,0.156],[0.132,0.087,0.083],[0.103,0.124,0.094],[0.273,0.221,0.229],[0.305,0.263,0.267],[0.273,0.267,0.239],[0.210,0.228,0.241],[0.641,0.518,0.498],[0.413,0.423,0.485],[1.044,0.991,0.999],[0.091,0.144,0.071],[0.203,0.190,0.203],[0.199,0.210,0.189],[0.662,0.753,0.705],[0.636,0.461,0.445],[0.093,0.079,0.082],[0.066,0.070,0.072],[0.086,0.080,0.091],[0.293,0.280,0.298],[0.301,0.258,0.268],[0.624,0.611,0.613],[0.170,0.168,0.170],[0.317,0.269,0.273],[1.801,1.071,1.183],[1.049,1.080,0.957],[0.904,0.892,0.898],[0.293,0.288,0.291],[0.176,0.173,0.176],[0.068,0.068,0.070],[0.060,0.060,0.061],[0.412,0.388,0.382],[0.021,0.019,0.019],[0.019,0.022,0.015],[0.004,0.010,0.009]],"source":"results/amd_epyc_7702_zfs.json"}
,{"machine":"AMD EPYC 7742","comment":"AMD EPYC 7742, 256 cores, 1 TiB Samsung 16x64GB DDR4-3200 ECC, 2 * Samsung PM1725b 12.8TB (RAID 0)","time":"2021-02-23 00:00:00","tags":["server","amd"],"result":[[0.001,0.001,0.001],[0.075,0.080,0.015],[0.030,0.029,0.025],[0.052,0.027,0.028],[0.141,0.104,0.105],[0.180,0.127,0.129],[0.023,0.018,0.017],[0.018,0.016,0.016],[0.135,0.097,0.096],[0.146,0.109,0.108],[0.106,0.070,0.069],[0.105,0.068,0.070],[0.180,0.137,0.136],[0.216,0.171,0.175],[0.193,0.160,0.156],[0.148,0.123,0.132],[0.364,0.317,0.317],[0.276,0.245,0.240],[0.636,0.562,0.615],[0.070,0.018,0.015],[0.576,0.131,0.125],[0.595,0.124,0.121],[0.861,0.596,0.610],[1.172,0.262,0.276],[0.152,0.054,0.050],[0.114,0.046,0.046],[0.149,0.052,0.051],[0.536,0.288,0.306],[0.587,0.207,0.217],[0.436,0.419,0.406],[0.178,0.110,0.113],[0.337,0.165,0.162],[1.072,0.855,0.882],[0.908,0.600,0.612],[0.904,0.604,0.629],[0.223,0.207,0.216],[0.151,0.143,0.172],[0.063,0.061,0.060],[0.059,0.053,0.054],[0.321,0.318,0.321],[0.026,0.021,0.020],[0.018,0.015,0.016],[0.005,0.005,0.004]],"source":"results/amd_epyc_7742.json"}
,{"machine":"AMD EPYC 9454P","comment":"AMD EPYC 9454P 48-Core Processor  CPU @ 2.7GHz","time":"2024-02-20 11:12:21","tags":["server","amd"],"result":[[0.005,0.001,0.002],[0.137,0.090,0.037],[0.085,0.037,0.043],[0.217,0.012,0.012],[0.234,0.068,0.055],[0.096,0.087,0.104],[0.003,0.002,0.002],[0.030,0.077,0.009],[0.316,0.115,0.090],[0.364,0.107,0.105],[0.232,0.056,0.055],[0.235,0.064,0.065],[0.146,0.131,0.118],[0.283,0.163,0.166],[0.164,0.151,0.143],[0.271,0.112,0.112],[0.515,0.378,0.361],[0.282,0.245,0.247],[0.950,0.750,0.721],[0.212,0.034,0.014],[2.282,0.207,0.167],[2.298,0.184,0.158],[4.550,0.492,0.474],[3.850,0.225,0.204],[0.359,0.050,0.048],[0.059,0.039,0.042],[0.360,0.052,0.052],[2.286,0.220,0.198],[1.977,0.280,0.269],[0.412,0.412,0.396],[0.232,0.105,0.105],[0.980,0.153,0.144],[1.741,1.090,1.035],[2.535,0.798,0.720],[2.534,0.744,0.678],[0.204,0.172,0.172],[0.093,0.066,0.058],[0.045,0.033,0.030],[0.065,0.029,0.028],[0.180,0.146,0.148],[0.032,0.009,0.018],[0.018,0.009,0.011],[0.004,0.014,0.008]],"source":"results/amd_epyc_9454p.json"}
,{"machine":"AMD EPYC 9454P NVMe","comment":"AMD EPYC 9454P 48-Core Processor  CPU @ 2.7GHz","time":"2024-02-20 11:32:37","tags":["server","amd"],"result":[[0.002,0.001,0.001],[0.012,0.016,0.008],[0.017,0.014,0.011],[0.037,0.013,0.013],[0.066,0.051,0.050],[0.101,0.086,0.083],[0.003,0.002,0.002],[0.009,0.009,0.009],[0.102,0.092,0.092],[0.118,0.106,0.102],[0.069,0.054,0.055],[0.075,0.065,0.063],[0.143,0.131,0.117],[0.184,0.164,0.157],[0.162,0.142,0.141],[0.120,0.104,0.102],[0.414,0.358,0.348],[0.244,0.226,0.228],[0.734,0.689,0.677],[0.035,0.014,0.009],[0.373,0.160,0.164],[0.375,0.160,0.164],[0.570,0.470,0.468],[0.410,0.213,0.187],[0.082,0.049,0.047],[0.064,0.041,0.040],[0.080,0.048,0.048],[0.341,0.196,0.191],[0.356,0.277,0.269],[0.421,0.412,0.412],[0.135,0.105,0.103],[0.193,0.143,0.139],[0.990,0.949,0.954],[0.731,0.647,0.631],[0.726,0.641,0.659],[0.172,0.167,0.169],[0.066,0.059,0.066],[0.028,0.026,0.027],[0.037,0.024,0.025],[0.145,0.126,0.128],[0.015,0.010,0.009],[0.011,0.008,0.007],[0.008,0.003,0.007]],"source":"results/amd_epyc_9454p_nvme.json"}
,{"machine":"AMD EPYC 9645","comment":"AMD EPYC 9645 10 vCores, 24 GB DRAM","time":"2025-12-04 20:22:31","tags":["server","amd"],"result":[[0.002,0.002,0.002],[0.016,0.008,0.007],[0.057,0.023,0.025],[0.119,0.038,0.035],[0.156,0.071,0.069],[0.548,0.159,0.153],[0.003,0.003,0.003],[0.013,0.010,0.009],[0.489,0.364,0.393],[0.596,0.412,0.413],[0.366,0.085,0.089],[0.174,0.097,0.093],[0.577,0.386,0.370],[0.718,0.526,0.554],[0.617,0.440,0.467],[0.465,0.278,0.289],[1.849,1.220,1.169],[0.894,0.663,0.652],[3.377,2.381,2.376],[0.113,0.002,0.002],[1.181,0.030,0.032],[1.386,0.012,0.012],[2.703,1.204,1.140],[0.511,0.077,0.080],[0.347,0.142,0.134],[0.236,0.134,0.117],[0.343,0.147,0.135],[0.143,0.067,0.064],[1.476,0.713,0.723],[0.057,0.030,0.029],[0.362,0.229,0.202],[0.707,0.422,0.257],[6.054,4.593,4.687],[2.975,1.835,1.836],[2.932,1.817,1.860],[0.265,0.207,0.205],[0.057,0.033,0.032],[0.030,0.024,0.021],[0.032,0.016,0.014],[0.094,0.067,0.081],[0.015,0.004,0.004],[0.014,0.005,0.005],[0.009,0.004,0.004]],"source":"results/amd_epyc_9645.json"}
,{"machine":"AMD EPYC-Rome","comment":"AMD EPYC-Rome, 8 cores, 64GB RAM","time":"2022-10-12 17:54:44","tags":["server","amd"],"result":[[0.003,0.016,0.002],[0.047,0.024,0.032],[0.125,0.098,0.067],[0.272,0.094,0.092],[0.400,0.218,0.216],[0.850,0.620,0.600],[0.003,0.003,0.002],[0.026,0.029,0.027],[1.386,1.219,1.174],[1.572,1.274,1.270],[0.414,0.291,0.284],[0.502,0.381,0.342],[1.793,1.567,1.560],[2.526,2.108,2.151],[2.466,2.221,2.217],[2.154,1.920,1.808],[6.707,6.180,6.357],[4.095,4.061,3.854],[15.135,14.560,14.581],[0.233,0.104,0.096],[3.064,1.846,1.890],[3.198,1.780,1.676],[6.568,4.299,4.139],[3.955,2.109,2.076],[0.759,0.450,0.443],[0.561,0.390,0.401],[0.797,0.453,0.445],[2.598,1.552,1.551],[3.435,2.690,2.630],[2.707,2.573,2.524],[1.526,1.234,1.254],[2.620,1.855,1.659],[14.289,12.618,12.861],[10.589,9.228,9.460],[10.653,9.283,9.628],[3.260,3.028,2.938],[0.152,0.111,0.115],[0.055,0.045,0.041],[0.062,0.037,0.043],[0.279,0.266,0.294],[0.031,0.015,0.016],[0.025,0.013,0.014],[0.010,0.005,0.008]],"source":"results/amd_epyc_rome.json"}
,{"machine":"AMD Ryzen 5 4600U","comment":"AMD Ryzen 5 4600U 12 vCPU, 16 GiB RAM, SSD","time":"2022-10-03 00:00:00","tags":["desktop","amd"],"result":[[0.003,0.067,0.003],[0.030,0.023,0.021],[0.080,0.050,0.052],[0.205,0.077,0.076],[0.281,0.177,0.165],[0.609,0.471,0.487],[0.003,0.003,0.003],[0.032,0.026,0.025],[1.151,0.929,0.931],[1.350,1.079,1.041],[0.451,0.355,0.356],[0.519,0.432,0.405],[2.066,1.630,1.655],[2.646,2.187,2.332],[2.139,1.806,1.703],[2.136,1.784,1.754],[5.467,5.127,4.970],[3.186,2.730,2.793],[11.126,10.484,10.397],[0.261,0.097,0.075],[3.147,2.276,2.539],[3.849,2.732,3.007],[8.568,7.645,7.450],[3.885,2.606,2.876],[0.805,0.508,0.461],[0.621,0.493,0.503],[0.835,0.568,0.520],[3.720,3.250,2.794],[4.051,3.316,3.534],[5.162,4.972,4.954],[1.569,1.117,1.111],[2.807,2.125,2.182],[11.486,11.783,11.168],[9.494,8.572,8.626],[9.403,8.788,8.608],[3.223,2.919,2.889],[0.151,0.115,0.134],[0.058,0.051,0.049],[0.063,0.048,0.045],[0.265,0.277,0.301],[0.032,0.044,0.025],[0.031,0.025,0.021],[0.021,0.010,0.027]],"source":"results/amd_ryzen_5_4600u.json"}
,{"machine":"AMD Ryzen 5 5600G with Radeon Graphics","comment":"AMD Ryzen 5 4600U 12 vCPU, 29 GiB RAM","time":"2023-02-02 03:58:22","tags":["desktop","amd"],"result":[[0.001,0.014,0.001],[0.028,0.007,0.007],[0.107,0.020,0.020],[0.397,0.030,0.029],[0.233,0.075,0.071],[0.329,0.249,0.247],[0.001,0.001,0.001],[0.010,0.008,0.008],[0.517,0.440,0.441],[0.640,0.530,0.529],[0.235,0.135,0.135],[0.240,0.154,0.149],[1.057,1.003,0.975],[1.356,1.258,1.259],[1.196,0.995,0.987],[1.030,0.924,0.925],[3.439,2.707,2.684],[1.573,1.495,1.521],[5.673,5.058,4.999],[0.203,0.033,0.030],[2.121,1.282,1.266],[2.409,1.680,1.663],[5.714,4.884,4.948],[3.377,1.409,1.427],[0.642,0.299,0.295],[0.291,0.246,0.239],[0.674,0.290,0.294],[2.218,1.713,1.671],[2.354,2.216,2.123],[3.986,4.024,4.068],[0.968,0.818,0.806],[1.769,1.388,1.385],[7.295,7.131,7.162],[5.911,5.528,5.554],[5.997,5.584,5.526],[1.526,1.439,1.452],[0.082,0.068,0.077],[0.034,0.024,0.025],[0.041,0.022,0.021],[0.187,0.144,0.134],[0.018,0.008,0.008],[0.013,0.009,0.007],[0.005,0.003,0.003]],"source":"results/amd_ryzen_5_5600g.json"}
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,{"machine":"AWS m5d.24xlarge","comment":"AWS m5d.24xlarge 96vCPU 384GiB 4x900 NVMe SSD","time":"2020-01-15 00:00:00","tags":["cloud","aws","intel"],"result":[[0.012,0.002,0.002],[0.061,0.017,0.008],[0.043,0.014,0.014],[0.160,0.017,0.016],[0.193,0.074,0.075],[0.300,0.120,0.118],[0.023,0.009,0.009],[0.015,0.009,0.009],[0.321,0.206,0.203],[0.351,0.238,0.244],[0.205,0.113,0.112],[0.211,0.106,0.091],[0.394,0.213,0.211],[0.519,0.270,0.259],[0.439,0.292,0.286],[0.394,0.301,0.296],[1.195,0.829,0.806],[0.561,0.743,0.418],[1.841,1.660,1.650],[0.163,0.041,0.026],[1.632,0.251,0.269],[1.885,0.265,0.265],[3.425,0.644,0.620],[3.839,0.431,0.367],[0.486,0.092,0.086],[0.256,0.081,0.091],[0.493,0.107,0.106],[1.646,0.275,0.255],[1.445,0.332,0.332],[0.768,0.702,0.721],[0.509,0.280,0.268],[1.071,0.382,0.374],[2.800,2.452,2.389],[2.159,1.134,1.181],[2.153,1.145,1.200],[0.516,0.457,0.493],[0.256,0.182,0.188],[0.091,0.073,0.070],[0.121,0.063,0.064],[0.506,0.399,0.421],[0.055,0.030,0.027],[0.041,0.019,0.023],[0.016,0.006,0.006]],"source":"results/aws_m5d_24xlarge.json"}
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,{"machine":"AWS m7n.16xlarge","comment":"AWS m7n.16xlarge 64 vCPU, 512 GiB RAM, EBS","time":"2025-03-29 00:00:00","tags":["cloud","aws"],"result":[[0.002,0.002,0.002],[0.015,0.010,0.024],[0.034,0.015,0.018],[0.089,0.021,0.023],[0.126,0.068,0.069],[0.531,0.122,0.128],[0.003,0.002,0.002],[0.013,0.011,0.011],[0.264,0.178,0.178],[0.454,0.198,0.193],[0.306,0.067,0.067],[0.147,0.081,0.080],[0.396,0.230,0.219],[1.288,0.279,0.281],[0.350,0.260,0.255],[0.301,0.185,0.219],[1.485,0.727,0.733],[1.241,0.513,0.502],[2.342,1.182,1.374],[0.085,0.022,0.020],[6.204,0.307,0.287],[7.086,0.300,0.291],[13.135,0.617,0.627],[6.489,0.656,0.541],[1.145,0.102,0.097],[0.584,0.074,0.079],[1.637,0.099,0.099],[6.578,0.299,0.274],[5.121,0.371,0.360],[0.044,0.030,0.028],[0.727,0.195,0.180],[3.423,0.248,0.259],[2.835,1.006,0.943],[6.562,0.904,0.856],[5.932,0.940,0.874],[0.228,0.143,0.159],[0.052,0.040,0.035],[0.028,0.024,0.025],[0.034,0.019,0.019],[0.086,0.062,0.065],[0.014,0.008,0.008],[0.013,0.007,0.007],[0.005,0.004,0.004]],"source":"results/aws_m7n_16xlarge.json"}
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,{"machine":"Azure DS3v2 Premium SSD","comment":"Azure DS3v2 4vcpu 14GB RAM 1TB Premium SSD","time":"2020-01-15 00:00:00","tags":["cloud","azure"],"result":[[0.047,0.004,0.003],[0.078,0.023,0.023],[0.312,0.077,0.077],[1.202,0.105,0.103],[1.216,0.260,0.264],[1.896,0.751,0.726],[0.122,0.041,0.038],[0.095,0.028,0.025],[1.848,1.304,1.375],[2.104,1.534,1.535],[1.298,0.394,0.397],[1.363,0.469,0.479],[2.296,1.728,1.650],[3.540,2.320,2.177],[2.542,1.863,1.847],[2.047,1.861,1.873],[5.203,4.830,4.882],[3.466,3.131,3.197],[10.795,10.396,10.516],[1.244,0.111,0.105],[13.163,2.019,1.932],[14.969,2.346,2.340],[27.664,5.259,5.309],[26.819,2.589,2.464],[3.795,0.902,0.866],[1.867,0.665,0.672],[3.822,0.919,0.903],[13.173,1.916,1.886],[11.168,3.253,3.214],[5.126,5.290,4.982],[3.465,1.866,1.875],[7.902,3.009,2.803],[17.132,17.154,17.387],[15.132,7.755,7.678],[15.054,7.779,8.068],[3.598,3.590,3.501],[0.483,0.279,0.263],[0.183,0.094,0.095],[0.174,0.084,0.096],[0.693,0.480,0.503],[0.237,0.038,0.031],[0.108,0.029,0.028],[0.096,0.010,0.009]],"source":"results/azure_ds3v2_premium.json"}
,{"machine":"Azure DS3v2 Standard SSD","comment":"Azure DS3v2 4vcpu 14GB RAM 1TB Standard SSD","time":"2020-01-15 00:00:00","tags":["cloud","azure"],"result":[[0.709,0.004,0.004],[1.052,0.028,0.025],[2.075,0.077,0.080],[2.700,0.104,0.101],[2.858,0.267,0.259],[4.058,0.737,0.718],[0.597,0.038,0.049],[0.598,0.025,0.024],[3.786,1.324,1.313],[3.982,1.579,1.562],[2.995,0.395,0.395],[3.279,0.467,0.470],[4.301,1.674,1.690],[6.499,2.126,2.132],[4.774,1.886,1.927],[3.484,1.872,1.818],[7.813,4.801,5.006],[6.032,3.162,3.106],[13.991,10.573,10.665],[2.750,0.118,0.101],[25.608,1.978,1.960],[29.117,2.297,2.303],[53.220,5.367,5.325],[51.767,2.669,2.465],[7.509,0.890,0.865],[3.827,0.666,0.653],[7.574,0.918,0.899],[25.753,1.904,1.898],[21.624,3.269,3.192],[5.454,4.966,4.975],[6.569,1.870,1.912],[14.536,2.844,2.863],[18.908,16.591,16.820],[27.527,7.790,7.738],[27.556,7.694,7.695],[4.168,3.568,3.426],[1.185,0.307,0.252],[0.483,0.096,0.093],[0.519,0.086,0.088],[1.274,0.525,0.496],[1.048,0.033,0.034],[0.379,0.027,0.036],[0.599,0.010,0.009]],"source":"results/azure_ds3v2_standard.json"}
,{"machine":"Azure E32s v3","comment":"Azure E32s v3 32 256 GiB 512 GiB","time":"2020-03-23 00:00:00","tags":["cloud","azure"],"result":[[0.003,0.002,0.003],[0.114,0.014,0.013],[0.230,0.031,0.029],[0.893,0.043,0.042],[0.915,0.123,0.143],[1.475,0.263,0.264],[0.055,0.016,0.017],[0.056,0.013,0.013],[1.467,0.523,0.523],[1.661,0.614,0.608],[0.999,0.169,0.176],[1.058,0.188,0.190],[1.839,0.658,0.697],[2.753,0.892,0.881],[2.034,0.895,0.895],[1.425,0.860,0.879],[3.401,2.070,2.091],[2.573,1.183,1.208],[6.376,4.374,4.442],[0.922,0.044,0.043],[10.137,0.653,0.691],[11.589,0.711,0.805],[21.234,1.841,1.827],[22.035,0.973,0.940],[2.983,0.238,0.237],[1.493,0.201,0.186],[3.016,0.262,0.259],[10.139,0.696,0.676],[8.723,1.017,1.008],[1.561,1.439,1.563],[2.688,0.713,0.728],[5.942,1.075,1.063],[7.803,5.871,5.826],[11.131,2.860,2.798],[11.089,2.898,2.847],[1.550,1.276,1.256],[0.851,0.303,0.280],[0.376,0.100,0.108],[0.571,0.084,0.082],[1.654,0.560,0.533],[0.356,0.029,0.027],[0.232,0.022,0.024],[0.032,0.009,0.007]],"source":"results/azure_e32s.json"}
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,{"machine":"Lenovo B580","comment":"Lenovo B580 Laptop (i5-3210M)","time":"2020-01-11 00:00:00","tags":["laptop","intel"],"result":[[0.035,0.003,0.005],[0.093,0.064,0.060],[0.265,0.170,0.167],[0.880,0.251,0.266],[0.954,0.593,0.561],[2.140,1.506,1.525],[0.148,0.096,0.105],[0.064,0.048,0.044],[2.727,2.330,2.280],[3.386,3.210,2.951],[1.218,0.787,0.749],[1.293,0.915,0.904],[3.713,3.224,3.190],[4.943,4.338,4.310],[4.503,3.999,3.918],[4.001,3.686,4.144],[10.714,10.011,10.035],[7.456,6.556,6.675],[20.201,19.238,19.135],[0.888,0.217,0.209],[9.685,4.144,4.023],[11.201,4.648,4.636],[21.037,10.712,10.571],[18.186,4.743,4.743],[2.844,1.379,1.358],[1.623,1.138,1.130],[2.861,1.394,1.417],[9.691,4.191,4.129],[10.285,7.381,7.379],[6.879,6.871,6.829],[4.131,3.336,3.240],[7.157,4.666,4.616],[29.371,36.392,29.946],[17.929,14.223,14.127],[17.058,13.998,14.055],[5.667,5.460,5.408],[0.325,0.230,0.217],[0.115,0.101,0.094],[0.148,0.093,0.084],[0.585,0.464,0.459],[0.078,0.042,0.035],[0.057,0.038,0.032],[0.024,0.011,0.010]],"source":"results/core_i5_3210M_lenovo_b580.json"}
,{"machine":"ASUS Z390-Plus Server","comment":"ASUS Z390-Plus Server with Intel I5-9600K and DDR4 16GB","time":"2021-11-05 03:00:00","tags":["server","intel"],"result":[[0.001,0.001,0.001],[0.021,0.008,0.008],[0.104,0.029,0.029],[0.404,0.047,0.045],[0.409,0.103,0.102],[0.647,0.313,0.312],[0.024,0.018,0.020],[0.034,0.009,0.009],[0.710,0.618,0.612],[0.826,0.700,0.700],[0.439,0.195,0.195],[0.461,0.233,0.231],[1.148,1.073,1.065],[1.508,1.366,1.373],[1.167,1.085,1.080],[1.237,1.207,1.203],[3.149,3.082,3.079],[1.808,1.726,1.737],[6.510,6.457,6.477],[0.412,0.057,0.057],[4.543,1.149,1.133],[5.162,1.291,1.299],[9.613,3.176,3.177],[7.753,1.212,1.179],[1.306,0.318,0.315],[0.635,0.277,0.280],[1.303,0.319,0.319],[4.542,1.299,1.287],[3.893,1.934,1.925],[3.651,3.642,3.645],[1.252,0.815,0.813],[2.869,1.534,1.543],[8.087,7.939,8.006],[6.254,5.169,5.208],[6.390,5.248,5.248],[2.077,2.040,2.051],[0.136,0.127,0.119],[0.059,0.051,0.048],[0.061,0.045,0.044],[0.261,0.248,0.240],[0.046,0.015,0.014],[0.035,0.019,0.014],[0.020,0.003,0.002]],"source":"results/core_i5_9600K_asus_z390.json"}
,{"machine":"ThinkPad P15","comment":"Lenovo ThinkPad P15, i7-11800H @ 2.30GHz, 16 cores, 32 GiB RAM, NVMe","time":"2021-11-19 00:00:00","tags":["laptop","intel"],"result":[[0.001,0.001,0.001],[0.013,0.008,0.007],[0.036,0.025,0.024],[0.098,0.046,0.040],[0.139,0.102,0.100],[0.368,0.279,0.278],[0.018,0.015,0.017],[0.025,0.008,0.009],[0.586,0.527,0.533],[0.690,0.579,0.554],[0.224,0.171,0.162],[0.244,0.201,0.191],[0.996,0.854,0.871],[1.339,1.199,1.159],[1.116,1.073,1.045],[1.177,1.060,1.084],[3.307,3.236,3.182],[1.958,1.789,1.835],[6.079,5.883,5.895],[0.109,0.051,0.048],[1.429,0.898,0.819],[1.626,1.023,0.937],[3.390,2.296,2.381],[2.249,0.997,0.992],[0.422,0.260,0.299],[0.285,0.230,0.213],[0.419,0.256,0.268],[1.411,0.777,0.830],[1.828,1.305,1.283],[3.556,3.725,3.603],[0.805,0.643,0.650],[1.369,1.049,1.033],[7.665,7.623,7.601],[5.305,4.513,4.691],[5.370,4.686,4.874],[1.756,1.492,1.579],[0.143,0.132,0.131],[0.058,0.057,0.056],[0.068,0.048,0.051],[0.339,0.298,0.304],[0.032,0.022,0.023],[0.018,0.011,0.015],[0.010,0.002,0.004]],"source":"results/core_i7_11800h_lenovo_p15.json"}
,{"machine":"Intel NUC","comment":"Intel NUC, 4 cores (Intel i7-6770HQ), 32 GiB RAM, 1 TB NVMe SSD","time":"2020-04-15 00:00:00","tags":["desktop","intel"],"result":[[0.003,0.002,0.001],[0.025,0.016,0.018],[0.084,0.058,0.057],[0.158,0.092,0.085],[0.273,0.211,0.190],[0.671,0.555,0.539],[0.031,0.033,0.033],[0.026,0.019,0.017],[1.183,1.110,1.090],[1.330,1.246,1.254],[0.352,0.297,0.296],[0.441,0.375,0.352],[1.611,1.491,1.439],[2.130,2.022,1.976],[1.903,1.795,1.819],[1.927,1.851,1.861],[5.282,5.155,5.172],[3.246,3.313,3.189],[12.059,11.378,10.562],[0.146,0.092,0.090],[2.103,1.496,1.477],[2.447,1.777,1.734],[5.123,3.999,3.955],[3.733,1.808,1.775],[0.685,0.530,0.523],[0.525,0.446,0.438],[0.755,0.545,0.547],[2.052,1.416,1.403],[2.976,2.441,2.423],[2.197,2.189,2.164],[1.748,1.596,1.607],[2.773,2.481,2.466],[18.903,19.166,16.563],[7.457,7.116,6.943],[7.311,6.957,6.958],[3.036,3.005,2.991],[0.247,0.186,0.162],[0.100,0.063,0.065],[0.098,0.061,0.056],[0.434,0.344,0.331],[0.040,0.025,0.025],[0.049,0.026,0.026],[0.022,0.008,0.006]],"source":"results/core_i7_6770hq_intel_nuc.json"}
,{"machine":"Lenovo Thinkpad X1 Carbon","comment":"Lenovo Thinkpad X1 Carbon 6th Gen i7-8550U CPU @ 1.80GHz 4 threads, 16 GiB","time":"2020-01-18 00:00:00","tags":["laptop","intel"],"result":[[0.006,0.002,0.002],[0.031,0.019,0.020],[0.082,0.078,0.080],[0.157,0.093,0.092],[0.274,0.214,0.206],[0.601,0.513,0.513],[0.038,0.045,0.041],[0.023,0.018,0.018],[1.394,1.378,1.323],[1.567,1.496,1.483],[0.406,0.328,0.327],[0.468,0.414,0.397],[1.846,1.753,1.737],[2.492,2.423,2.404],[2.136,2.064,2.078],[2.038,1.971,1.971],[5.794,5.679,5.708],[3.430,3.498,3.356],[11.946,11.738,11.700],[0.158,0.105,0.091],[2.151,1.551,1.593],[2.581,1.990,1.985],[6.101,5.390,5.320],[3.528,2.341,2.322],[0.772,0.699,0.701],[0.606,0.583,0.587],[0.877,0.723,0.728],[2.398,1.916,1.924],[3.634,3.272,3.247],[4.102,4.082,4.078],[1.885,1.784,1.741],[2.994,2.691,2.707],[19.060,18.852,18.929],[8.745,8.476,8.553],[8.685,8.406,8.946],[3.416,3.426,3.397],[0.238,0.234,0.210],[0.080,0.071,0.072],[0.078,0.066,0.066],[0.470,0.407,0.396],[0.034,0.030,0.029],[0.025,0.021,0.021],[0.010,0.007,0.006]],"source":"results/core_i7_8550u_lenovo_x1.json"}
,{"machine":"Dell R530","comment":"Dell R530, 128GB DDR4, 2x480 GB SATA SSD, Perc H730 RAID-1","time":"2020-01-14 00:00:00","tags":["server"],"result":[[0.027,0.002,0.002],[0.147,0.017,0.016],[0.328,0.034,0.033],[1.059,0.050,0.044],[1.334,0.123,0.118],[2.579,0.239,0.264],[0.057,0.020,0.019],[0.036,0.019,0.018],[2.079,0.648,0.569],[2.012,0.631,0.634],[1.454,0.158,0.160],[1.502,0.178,0.185],[3.095,0.722,0.661],[3.675,0.816,0.809],[2.900,0.903,0.810],[2.005,0.861,0.842],[4.103,1.983,2.004],[2.948,1.200,1.160],[7.687,4.411,4.239],[1.087,0.054,0.062],[14.186,0.651,0.757],[16.497,0.739,0.676],[23.165,1.703,1.700],[22.803,0.898,0.919],[4.247,0.317,0.267],[2.519,0.214,0.246],[4.115,0.316,0.274],[13.759,0.805,0.827],[16.473,1.215,1.062],[2.034,1.870,2.016],[3.152,0.677,0.697],[6.630,1.216,1.019],[9.651,6.131,6.017],[23.506,3.416,3.294],[23.271,3.547,3.411],[1.763,1.344,1.308],[0.317,0.215,0.227],[0.122,0.090,0.087],[0.168,0.074,0.090],[0.565,0.419,0.450],[0.079,0.037,0.030],[0.059,0.032,0.032],[0.025,0.015,0.010]],"source":"results/dell_r530.json"}
,{"machine":"Dell R660","comment":"Dell R660, 1TB DRAM","time":"2024-07-24 00:00:00","tags":["server"],"result":[[0.010,0.009,0.009],[0.039,0.045,0.065],[0.047,0.051,0.055],[0.052,0.037,0.025],[0.127,0.115,0.116],[0.177,0.154,0.154],[0.009,0.011,0.012],[0.035,0.031,0.026],[0.203,0.183,0.180],[0.251,0.216,0.223],[0.116,0.097,0.099],[0.162,0.118,0.114],[0.268,0.179,0.163],[0.241,0.194,0.192],[0.207,0.180,0.181],[0.181,0.176,0.166],[0.437,0.457,0.416],[0.332,0.312,0.312],[1.006,0.894,0.718],[0.059,0.022,0.029],[0.433,0.199,0.199],[0.503,0.203,0.230],[0.837,0.468,0.420],[0.694,0.343,0.291],[0.125,0.060,0.068],[0.084,0.059,0.049],[0.137,0.062,0.060],[0.492,0.193,0.205],[0.446,0.254,0.256],[0.036,0.035,0.033],[0.161,0.129,0.126],[0.301,0.159,0.157],[0.975,0.948,0.729],[0.806,0.577,0.588],[0.785,0.581,0.571],[0.108,0.096,0.106],[0.044,0.035,0.041],[0.031,0.028,0.025],[0.035,0.023,0.022],[0.074,0.058,0.061],[0.014,0.013,0.014],[0.016,0.014,0.015],[0.010,0.009,0.009]],"source":"results/dell_r660.json"}
,{"machine":"Dell PowerEdge R740xd","comment":"Dell PowerEdge R740xd, 256GB, 2 * Intel(R) Xeon(R) Silver 4214R CPU @ 2.40GHz, 48 vCPU","time":"2022-06-18 00:00:00","tags":["server","intel"],"result":[[0.004,0.003,0.070],[0.086,0.019,0.021],[0.220,0.038,0.037],[0.596,0.051,0.050],[0.189,0.149,0.148],[0.991,0.233,0.230],[0.004,0.004,0.004],[0.022,0.018,0.017],[0.519,0.315,0.305],[0.469,0.341,0.337],[0.252,0.158,0.166],[0.252,0.201,0.184],[0.532,0.500,0.479],[0.642,0.613,0.596],[0.635,0.506,0.508],[0.579,0.556,0.560],[1.587,1.532,1.518],[0.813,0.752,0.737],[3.990,3.826,3.737],[0.114,0.073,0.054],[4.866,0.513,0.514],[3.822,0.580,0.569],[7.784,1.550,1.535],[17.171,1.168,0.834],[0.511,0.184,0.185],[0.190,0.181,0.169],[0.214,0.182,0.183],[4.611,0.620,0.616],[4.234,0.793,0.779],[1.823,1.767,1.737],[0.813,0.412,0.371],[2.306,0.772,0.737],[3.995,4.061,4.041],[5.142,2.523,2.562],[4.803,2.595,2.482],[1.172,0.982,0.990],[0.454,0.248,0.275],[0.200,0.145,0.153],[0.232,0.135,0.134],[0.621,0.548,0.478],[0.130,0.088,0.047],[0.112,0.044,0.049],[0.048,0.023,0.011]],"source":"results/dell_r740.json"}
,{"machine":"Dell XPS 15","comment":"Dell XPS 15, 6 cores, 32 GB RAM, i7-8750H CPU @ 2.20GHz","time":"2020-07-15 00:00:00","tags":["laptop","intel"],"result":[[0.004,0.004,0.002],[0.039,0.019,0.021],[0.097,0.058,0.055],[0.164,0.103,0.105],[0.335,0.291,0.283],[0.537,0.496,0.500],[0.042,0.033,0.032],[0.026,0.030,0.024],[0.728,0.642,0.634],[0.855,0.844,0.794],[0.375,0.344,0.332],[0.396,0.329,0.318],[1.169,1.094,1.077],[1.480,1.374,1.365],[1.185,1.082,1.079],[1.267,1.279,1.248],[3.061,2.842,2.849],[2.167,2.293,2.571],[7.328,7.258,5.765],[0.223,0.114,0.105],[1.981,2.030,1.545],[2.193,1.687,1.687],[4.669,4.379,4.936],[4.293,1.761,1.873],[0.581,0.432,0.414],[0.431,0.385,0.380],[0.586,0.422,0.423],[2.083,1.784,1.764],[2.486,2.272,2.284],[3.622,3.644,3.656],[1.054,0.899,0.883],[1.667,1.376,1.400],[8.512,9.455,9.136],[5.712,5.536,5.505],[5.688,5.485,5.475],[1.882,1.933,2.043],[0.272,0.157,0.158],[0.070,0.086,0.075],[0.091,0.069,0.068],[0.399,0.349,0.343],[0.045,0.027,0.025],[0.030,0.021,0.017],[0.010,0.007,0.011]],"source":"results/dell_xps.json"}
,{"machine":"DigitalOcean General 40","comment":"DigitalOcean, 4 CPUs, 8 GiB RAM, x86_64 32-bit, 64-bit ","time":"2022-02-06 00:00:00","tags":["cloud","do"],"result":[[0.002,0.023,0.002],[0.051,0.030,0.034],[0.133,0.095,0.091],[0.230,0.136,0.119],[0.341,0.223,0.209],[0.923,0.755,0.708],[0.002,0.002,0.002],[0.050,0.038,0.033],[1.488,1.250,1.252],[1.759,1.490,1.456],[0.562,0.422,0.450],[0.701,0.543,0.602],[2.073,1.773,1.781],[2.817,2.402,2.483],[2.416,2.193,2.145],[1.621,1.373,1.334],[6.345,6.197,5.934],[4.248,3.985,4.100],[15.836,14.919,14.901],[0.230,0.140,0.124],[3.487,2.710,2.838],[3.667,2.820,2.771],[7.700,6.216,6.151],[4.800,3.521,3.411],[1.043,0.783,0.747],[0.746,0.587,0.575],[1.019,0.736,0.721],[3.053,2.434,2.392],[4.056,3.511,3.598],[2.742,2.515,2.518],[1.965,1.527,1.573],[2.632,1.984,1.942],[4.318,null,null],[11.235,11.536,11.745],[11.121,11.024,11.449],[3.465,3.191,3.167],[0.162,0.124,0.129],[0.061,0.052,0.048],[0.063,0.056,0.048],[0.302,0.268,0.283],[0.035,0.025,0.016],[0.019,0.013,0.013],[0.008,0.005,0.007]],"source":"results/digitalocean_4x_8gb.json"}
,{"machine":"DigitalOcean Storage-opt 8","comment":"DigitalOcean 8 CPUs, 64 GB RAM, 1.17 TB NVM SSD, Storage Intensive, Frankfurt, Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz","time":"2020-12-13 00:00:00","tags":["cloud","do","intel"],"result":[[0.003,0.002,0.002],[0.020,0.014,0.014],[0.060,0.048,0.049],[0.089,0.064,0.062],[0.194,0.177,0.178],[0.521,0.502,0.497],[0.031,0.026,0.026],[0.020,0.018,0.018],[0.782,0.738,0.730],[0.874,0.830,0.834],[0.288,0.265,0.261],[0.340,0.316,0.316],[1.144,1.016,1.000],[1.423,1.359,1.348],[1.296,1.234,1.217],[1.458,1.393,1.392],[3.573,3.374,3.335],[2.143,2.065,2.083],[6.179,6.153,6.110],[0.101,0.069,0.069],[1.611,1.383,1.362],[1.659,1.409,1.388],[3.642,3.124,3.104],[2.399,1.690,1.652],[0.501,0.434,0.412],[0.382,0.345,0.346],[0.490,0.425,0.420],[1.401,1.192,1.165],[2.132,1.956,1.979],[1.777,1.775,1.770],[1.134,1.033,1.043],[1.611,1.475,1.451],[9.319,8.830,8.826],[5.214,5.071,4.960],[5.464,5.079,5.113],[1.862,1.810,1.800],[0.223,0.173,0.167],[0.074,0.058,0.060],[0.039,0.037,0.038],[0.430,0.354,0.355],[0.034,0.015,0.013],[0.016,0.010,0.011],[0.006,0.006,0.006]],"source":"results/do_storage_optimized_1.json"}
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,{"machine":"DigitalOcean Memory-opt 32","comment":"DigitalOcean, 32 CPUs, 256 GB RAM, 4.8 TB SSD, Memory Intensive, Frankfurt, Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz","time":"2020-12-13 00:00:00","tags":["cloud","do","intel"],"result":[[0.003,0.002,0.002],[0.016,0.009,0.009],[0.030,0.019,0.019],[0.045,0.026,0.025],[0.103,0.091,0.090],[0.200,0.180,0.175],[0.017,0.012,0.012],[0.012,0.011,0.010],[0.264,0.237,0.234],[0.291,0.270,0.259],[0.124,0.111,0.111],[0.136,0.118,0.117],[0.352,0.316,0.303],[0.439,0.394,0.392],[0.391,0.370,0.372],[0.466,0.450,0.449],[1.075,1.014,1.008],[0.654,0.628,0.619],[1.810,1.801,1.787],[0.053,0.032,0.030],[0.550,0.443,0.461],[0.553,0.461,0.465],[1.237,1.064,1.065],[1.163,0.589,0.548],[0.178,0.132,0.135],[0.131,0.114,0.112],[0.164,0.133,0.132],[0.530,0.442,0.433],[0.720,0.664,0.659],[1.032,1.024,1.023],[0.346,0.311,0.314],[0.502,0.439,0.438],[3.146,2.869,2.891],[1.757,1.615,1.589],[1.642,1.571,1.580],[0.743,0.711,0.722],[0.208,0.151,0.140],[0.077,0.057,0.056],[0.037,0.037,0.040],[0.378,0.310,0.315],[0.031,0.014,0.017],[0.019,0.010,0.010],[0.005,0.005,0.005]],"source":"results/do_storage_optimized_5.json"}
,{"machine":"DigitalOcean CPU-opt, 32","comment":"DigitalOcean, 32 CPUs, 64 GB RAM, 3.52 TB SSD, CPU Intensive, Frankfurt, Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz","time":"2020-12-13 00:00:00","tags":["cloud","do","intel"],"result":[[0.002,0.002,0.001],[0.016,0.009,0.009],[0.026,0.018,0.018],[0.040,0.025,0.024],[0.097,0.083,0.088],[0.190,0.167,0.171],[0.020,0.011,0.011],[0.011,0.009,0.009],[0.253,0.228,0.231],[0.277,0.257,0.258],[0.117,0.104,0.107],[0.127,0.111,0.111],[0.346,0.313,0.310],[0.435,0.396,0.392],[0.391,0.366,0.361],[0.469,0.458,0.455],[1.070,1.026,1.033],[0.649,0.626,0.627],[1.859,1.808,1.803],[0.065,0.032,0.025],[0.513,0.402,0.420],[0.525,0.418,0.417],[1.167,1.004,0.988],[1.118,0.531,0.538],[0.171,0.126,0.122],[0.124,0.108,0.105],[0.158,0.126,0.124],[0.501,0.407,0.409],[0.691,0.624,0.619],[1.106,1.095,1.094],[0.337,0.301,0.302],[0.504,0.447,0.453],[3.187,2.934,2.963],[1.771,1.583,1.570],[1.661,1.584,1.573],[0.748,0.733,0.736],[0.198,0.152,0.145],[0.072,0.055,0.053],[0.039,0.035,0.035],[0.395,0.332,0.322],[0.032,0.012,0.012],[0.019,0.014,0.009],[0.005,0.005,0.005]],"source":"results/do_storage_optimized_6.json"}
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,{"machine":"DigitalOcean CPU-opt 4","comment":"DigitalOcean CPU-Optimized 4CPU/8GB RAM Intel(R) Xeon(R) Gold 6140","time":"2020-11-14 00:00:00","tags":["cloud","do","intel"],"result":[[0.001,0.002,0.002],[0.039,0.046,0.025],[0.116,0.087,0.086],[0.250,0.120,0.109],[0.391,0.313,0.321],[1.035,0.946,0.960],[0.058,0.047,0.047],[0.030,0.026,0.026],[1.498,1.368,1.371],[1.708,1.568,1.568],[0.568,0.480,0.478],[0.652,0.568,0.566],[2.200,1.968,1.924],[2.739,2.561,2.531],[2.358,2.208,2.206],[2.544,2.407,2.405],[6.307,5.914,5.927],[3.838,3.608,3.589],[null,null,null],[0.251,0.121,0.120],[3.337,2.447,2.441],[3.785,2.669,2.602],[8.053,6.082,6.054],[6.301,2.976,2.931],[1.109,0.816,0.811],[0.791,0.693,0.681],[1.111,0.821,0.817],[3.162,2.162,2.090],[4.601,3.854,3.825],[3.590,3.560,3.582],[2.114,1.847,1.823],[3.559,2.851,2.797],[null,null,null],[null,null,null],[null,null,null],[3.620,3.446,3.397],[0.231,0.196,0.182],[0.079,0.066,0.066],[0.095,0.059,0.069],[0.447,0.382,0.386],[0.050,0.034,0.021],[0.042,0.016,0.015],[0.006,0.008,0.007]],"source":"results/do_xeon_6140_4.json"}
,{"machine":"Equinix metal n3.xlarge.x84","comment":"Equinix metal n3.xlarge.x84 503 Gib local NVMe ","time":"2022-07-12 10:25:52","tags":["server"],"result":[[0.010,0.029,0.003],[0.387,0.245,0.198],[0.089,0.044,0.049],[0.128,0.084,0.070],[0.210,0.161,0.173],[0.321,0.216,0.272],[0.011,0.004,0.004],[0.109,0.074,0.064],[0.353,0.284,0.287],[0.437,0.310,0.302],[0.194,0.311,0.280],[0.194,0.180,0.148],[0.351,0.276,0.263],[0.381,0.326,0.313],[0.353,0.270,0.271],[0.324,0.300,0.306],[0.839,0.782,0.786],[0.608,0.521,0.548],[1.387,1.317,1.339],[0.090,0.081,0.087],[0.623,0.474,0.428],[0.581,0.404,0.395],[1.137,0.879,0.878],[0.794,0.565,0.577],[0.211,0.119,0.116],[0.162,0.107,0.100],[0.230,0.135,0.132],[0.606,0.411,0.406],[0.724,0.499,0.491],[0.638,0.595,0.609],[0.289,0.209,0.222],[0.469,0.274,0.313],[2.042,1.748,1.697],[1.484,1.332,1.262],[1.347,1.230,1.175],[0.516,0.470,0.471],[0.142,0.090,0.099],[0.078,0.056,0.045],[0.084,0.041,0.057],[0.248,0.190,0.218],[0.057,0.063,0.048],[0.059,0.047,0.026],[0.018,0.017,0.009]],"source":"results/equinix_metal_n3_xlarge.json"}
,{"machine":"GCP c2-standard-30","comment":"GCP c2-standard-30, 128 GiB RAM","time":"2021-11-25 00:00:00","tags":["cloud","gcp"],"result":[[0.001,0.001,0.002],[0.050,0.007,0.006],[0.140,0.019,0.018],[0.426,0.026,0.026],[0.348,0.072,0.071],[0.610,0.197,0.197],[0.074,0.013,0.013],[0.030,0.007,0.007],[0.542,0.278,0.284],[0.617,0.331,0.312],[0.429,0.109,0.110],[0.431,0.130,0.130],[0.651,0.401,0.402],[1.031,0.499,0.520],[0.787,0.512,0.518],[0.583,0.451,0.446],[1.579,1.349,1.289],[0.980,0.745,0.766],[3.189,2.722,2.722],[0.336,0.037,0.032],[4.048,0.494,0.499],[4.609,0.593,0.572],[8.568,1.306,1.303],[8.766,0.842,0.586],[1.142,0.152,0.161],[0.540,0.138,0.137],[1.144,0.157,0.161],[4.062,0.518,0.513],[3.470,0.812,0.797],[1.095,1.086,1.073],[1.042,0.387,0.391],[2.361,0.545,0.532],[3.121,2.727,2.749],[4.681,1.981,1.953],[4.635,1.943,1.902],[0.799,0.766,0.774],[0.187,0.171,0.187],[0.073,0.063,0.063],[0.071,0.059,0.059],[0.404,0.390,0.354],[0.039,0.022,0.025],[0.025,0.015,0.019],[0.016,0.004,0.003]],"source":"results/gcp_c2.json"}
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,{"machine":"Intel Xeon Gold 6338, 64vCPU","comment":"Intel Xeon Gold 6338, 64vCPU","time":"2022-10-21 00:00:00","tags":["server","intel"],"result":[[0.003,0.003,0.016],[0.134,0.133,0.084],[0.162,0.091,0.046],[0.402,0.059,0.062],[0.493,0.13,0.135],[0.612,0.198,0.215],[0.004,0.006,0.003],[0.063,0.072,0.047],[0.618,0.22,0.206],[0.687,0.22,0.211],[0.556,0.151,0.148],[0.511,0.141,0.158],[0.623,0.232,0.203],[1.011,0.247,0.22],[0.66,0.251,0.254],[0.575,0.272,0.28],[1.218,0.636,0.63],[0.967,0.448,0.377],[2.229,1.161,1.041],[0.45,0.106,0.04],[3.513,0.358,0.361],[3.984,0.343,0.341],[6.975,0.693,0.636],[5.576,0.474,0.464],[1.107,0.143,0.138],[0.539,0.109,0.11],[1.089,0.118,0.117],[3.493,0.338,0.329],[3.283,0.364,0.351],[0.492,0.431,0.44],[0.909,0.194,0.21],[2.586,0.288,0.261],[2.745,1.466,1.444],[3.817,0.885,0.797],[3.818,0.938,0.825],[0.478,0.347,0.365],[0.196,0.125,0.151],[0.097,0.056,0.068],[0.144,0.079,0.078],[0.447,0.263,0.262],[0.093,0.033,0.05],[0.048,0.025,0.038],[0.042,0.009,0.01]],"source":"results/intel_xeon_gold_6338.json"}
,{"machine":"Intel(R) Xeon Silver 4314 with ScaleFlux CSD3000","comment":"Intel(R) Xeon(R) Silver 4314 CPU @ 2.40GHz, 376 GB RAM, ScaleFlux CSD300 3.5 TB","time":"2022-07-08 03:58:35","tags":["server","intel"],"result":[[0.002,0.021,0.002],[0.074,0.032,0.013],[0.021,0.016,0.016],[0.044,0.023,0.022],[0.086,0.078,0.076],[0.162,0.150,0.142],[0.003,0.001,0.001],[0.020,0.018,0.018],[0.202,0.200,0.189],[0.246,0.215,0.222],[0.204,0.086,0.081],[0.098,0.086,0.088],[0.250,0.230,0.226],[0.306,0.280,0.285],[0.267,0.250,0.256],[0.267,0.245,0.253],[0.747,0.681,0.679],[0.506,0.438,0.439],[1.186,1.241,1.146],[0.052,0.027,0.022],[0.510,0.384,0.370],[0.517,0.363,0.352],[1.000,0.916,0.896],[0.723,0.487,0.536],[0.120,0.101,0.101],[0.096,0.076,0.079],[0.122,0.095,0.100],[0.517,0.371,0.371],[0.573,0.448,0.444],[0.620,0.621,0.635],[0.214,0.195,0.189],[0.357,0.273,0.280],[1.600,1.483,1.631],[1.145,1.154,1.085],[1.156,1.082,1.098],[0.486,0.458,0.486],[0.086,0.080,0.086],[0.039,0.037,0.041],[0.037,0.035,0.036],[0.181,0.163,0.167],[0.019,0.018,0.015],[0.024,0.018,0.015],[0.005,0.003,0.003]],"source":"results/intel_xeon_scaleflux_csd3000.json"}
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,{"machine":"RISC-V SiFive U74 (RVspace VisionFive 2)","comment":"RISC-V SiFive U74 Quad-Core 64-bit RV64GC ISA SoC with 2MB L2 cache @ 1.5GHz, 8GB RAM, Samsung 980 1Tb NVMe SSD","time":"2023-01-28 00:00:00","tags":["desktop","risc-v"],"result":[[0.012,0.011,0.007],[0.537,0.502,0.469],[1.065,1.011,1.035],[1.952,1.629,1.555],[2.388,2.164,2.075],[7.833,6.389,6.387],[0.015,0.008,0.007],[0.585,0.521,0.547],[7.229,7.221,7.108],[9.651,10.107,9.117],[4.188,3.867,3.852],[5.067,4.871,4.973],[16.043,15.375,15.154],[20.534,19.772,19.550],[17.429,16.582,16.474],[14.791,13.765,13.570],[45.533,42.581,42.850],[29.613,28.223,28.486],[null,null,null],[2.070,1.907,1.846],[35.523,30.725,31.059],[39.078,34.181,34.015],[81.357,74.597,80.060],[44.441,36.605,36.917],[8.829,7.812,7.918],[6.721,6.203,6.327],[8.874,8.174,8.071],[35.899,32.024,31.386],[37.594,32.294,30.296],[32.351,32.173,32.336],[11.662,10.771,10.728],[20.519,17.039,17.035],[null,null,null],[68.016,67.556,67.707],[67.904,67.795,67.623],[20.705,18.473,18.608],[1.131,0.972,0.961],[0.536,0.506,0.460],[0.544,0.472,0.476],[2.231,1.929,2.010],[0.218,0.157,0.148],[0.164,0.147,0.140],[0.057,0.034,0.049]],"source":"results/riscv-jh7110.json"}
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,{"machine":"Scaleway GP1-XS","comment":"Scaleway GP1-XS (AMD EPYC 7401P, 4 cores, 16 GiB RAM, NVMe)","time":"2021-11-17 00:00:00","tags":["server","amd"],"result":[[0.002,0.002,0.002],[0.044,0.026,0.028],[0.100,0.076,0.067],[0.151,0.101,0.102],[0.276,0.218,0.207],[0.740,0.693,0.703],[0.066,0.054,0.050],[0.062,0.035,0.041],[1.271,1.124,1.141],[1.441,1.279,1.280],[0.438,0.382,0.376],[0.514,0.485,0.467],[1.914,1.664,1.694],[2.367,2.277,2.258],[2.143,2.066,2.131],[1.923,1.826,1.777],[5.894,5.653,5.765],[3.545,3.464,3.405],[12.060,12.893,13.049],[0.196,0.121,0.118],[2.328,1.841,1.808],[2.498,2.100,2.067],[5.839,5.094,5.078],[3.068,2.255,2.202],[0.718,0.611,0.616],[0.597,0.531,0.529],[0.702,0.615,0.592],[2.310,1.991,1.969],[3.540,3.222,3.179],[3.950,3.977,3.876],[1.527,1.319,1.319],[2.264,1.950,1.927],[11.987,11.644,11.777],[10.142,9.150,9.204],[9.627,9.298,9.183],[2.937,2.812,2.849],[0.229,0.226,0.227],[0.096,0.097,0.095],[0.087,0.074,0.071],[0.464,0.447,0.463],[0.037,0.027,0.032],[0.030,0.046,0.029],[0.006,0.017,0.014]],"source":"results/scaleway_epyc.json"}
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,{"machine":"Selectel Cloud 'universal disk'","comment":"Selectel Cloud, 16 vCPU, 32 GB RAM, 'universal disk'","time":"2020-01-26 00:00:00","tags":["cloud","selectel"],"result":[[0.016,0.002,0.002],[0.055,0.023,0.009],[0.252,0.020,0.019],[1.337,0.038,0.031],[1.342,0.088,0.086],[2.192,0.241,0.222],[0.047,0.017,0.016],[0.017,0.009,0.009],[1.946,0.410,0.412],[2.262,0.454,0.455],[1.427,0.158,0.150],[1.487,0.181,0.172],[2.327,0.481,0.464],[3.794,0.657,0.633],[2.582,0.596,0.602],[1.708,0.673,0.670],[4.431,1.545,1.622],[3.661,0.890,0.871],[7.950,3.954,3.844],[1.327,0.055,0.031],[16.200,0.538,0.523],[18.455,0.613,0.599],[34.059,1.428,1.436],[31.534,0.713,0.653],[4.576,0.205,0.201],[2.155,0.177,0.172],[4.574,0.208,0.206],[16.201,0.554,0.534],[13.787,0.840,0.809],[1.443,1.408,1.331],[3.815,0.561,0.536],[8.831,0.778,0.761],[9.031,4.476,4.428],[16.938,2.347,2.287],[17.093,2.722,2.257],[1.133,0.897,0.888],[0.240,0.207,0.202],[0.101,0.083,0.082],[0.086,0.075,0.074],[0.467,0.450,0.440],[0.060,0.028,0.024],[0.028,0.020,0.020],[0.006,0.005,0.005]],"source":"results/selectel_cloud_16vcpu_3.json"}
,{"machine":"Time4vps.eu","comment":"Time4vps.eu VPS (KVM) Linux Ubuntu 4 Core (Skylake) 16GB RAM 160GB Disk","time":"2020-01-13 00:00:00","tags":["cloud","time4vps"],"result":[[0.068,0.002,0.002],[0.124,0.021,0.025],[0.594,0.089,0.077],[2.300,0.133,0.090],[2.710,0.205,0.212],[5.203,0.603,0.610],[0.090,0.029,0.036],[0.118,0.021,0.022],[5.977,1.295,1.206],[3.909,1.415,1.452],[2.551,0.336,0.324],[3.123,0.446,0.409],[4.075,1.743,1.661],[6.427,2.499,2.487],[5.775,2.156,2.431],[3.322,2.288,2.276],[8.642,6.463,6.690],[6.365,3.852,3.757],[20.426,13.849,13.695],[2.507,0.105,0.100],[30.691,1.747,1.699],[30.206,2.010,1.943],[57.155,4.699,4.859],[50.924,2.173,2.119],[10.907,0.660,0.686],[3.636,0.505,0.524],[8.388,0.683,0.627],[27.423,1.650,1.703],[21.309,2.824,2.821],[4.227,4.053,4.037],[8.198,1.797,1.776],[18.853,2.927,2.881],[22.254,21.156,20.854],[29.323,8.728,8.621],[27.889,8.759,9.063],[4.121,3.837,3.934],[0.452,0.292,0.247],[0.221,0.093,0.090],[0.331,0.069,0.074],[0.703,0.469,0.506],[0.211,0.026,0.027],[0.134,0.021,0.021],[0.121,0.007,0.006]],"source":"results/skylake_kvm.json"}
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,{"machine":"t3.xlarge, EBS","comment":"t3.xlarge, EBS 1 TiB gp2, 3000 IOPS","time":"2021-11-08 00:00:00","tags":["cloud","aws","intel"],"result":[[0.001,0.002,0.001],[0.053,0.04,0.038],[0.254,0.136,0.121],[0.524,0.194,0.174],[0.71,0.375,0.376],[1.575,1.27,1.225],[0.088,0.076,0.075],[0.082,0.031,0.032],[2.326,1.976,1.973],[2.751,2.244,2.183],[0.953,0.704,0.669],[1.284,0.831,0.771],[3.409,2.972,3.072],[4.786,4.218,4.286],[4.686,4.061,4.058],[3.539,3.287,3.191],[12.088,11.476,11.371],[8.679,7.746,7.719],[24.023,22.915,22.783],[0.777,0.489,0.238],[8.885,4.196,4.088],[10.116,4.387,4.215],[19.825,9.816,9.468],[15.399,4.741,4.668],[2.502,1.261,1.121],[1.358,0.972,0.982],[1.865,1.136,1.132],[8.788,3.68,3.472],[9.6,5.466,5.405],[4.733,4.742,4.798],[3.531,2.568,2.431],[5.217,3.306,3.327],[21.862,21.028,20.748],[19.793,15.297,15.241],[19.678,15.219,15.316],[5.943,5.372,5.428],[0.284,0.256,0.213],[0.102,0.085,0.1],[0.115,0.095,0.079],[0.602,0.549,0.722],[0.063,0.023,0.023],[0.064,0.02,0.02],[0.008,0.005,0.004]],"source":"results/t3_xlarge_ebs.json"}
,{"machine":"t3.xlarge, EFS","comment":"t3.xlarge, EFS 1 TiB gp, prov. at 1000 MiB/s","time":"2021-11-08 00:00:00","tags":["cloud","aws","intel"],"result":[[0.001,0.001,0.001],[0.074,0.036,0.043],[0.482,0.13,0.142],[1.623,0.205,0.209],[1.823,0.425,0.361],[3.075,1.274,1.237],[0.11,0.076,0.076],[0.152,0.039,0.037],[3.837,1.944,1.959],[4.251,2.517,2.168],[2.232,0.835,0.711],[2.263,0.936,0.802],[4.947,3.078,3.026],[7.207,4.084,4.07],[6.074,4.452,3.919],[5.349,3.191,3.12],[14.559,11.097,11.063],[11.058,8.01,7.762],[28.227,22.692,22.459],[1.688,0.35,0.259],[16.214,4.229,4.039],[18.284,4.339,4.233],[31.926,9.819,9.475],[30.797,5.062,5.247],[4.744,1.308,1.122],[2.785,1.022,0.957],[4.473,1.235,1.135],[15.194,3.561,3.443],[15.267,5.481,5.387],[5.145,4.8,4.686],[5.523,2.581,2.531],[9.329,3.263,3.452],[25.753,20.411,20.543],[26.907,14.767,14.783],[26.541,15.051,14.838],[6.637,5.235,5.491],[0.493,0.237,0.217],[0.171,0.095,0.094],[0.298,0.091,0.085],[0.901,0.555,0.547],[0.171,0.042,0.035],[0.12,0.035,0.033],[0.032,0.014,0.015]],"source":"results/t3_xlarge_efs.json"}
,{"machine":"UpCloud 4CPU AMD EPYC","comment":"UpCloud 4CPU, AMD EPYC 7542 32-Core Processor, 64 GiB RAM","time":"2024-12-17 00:00:00","tags":["cloud","amd"],"result":[[0.004,0.004,0.003],[0.021,0.013,0.027],[0.108,0.020,0.020],[0.508,0.024,0.024],[0.494,0.069,0.069],[0.790,0.154,0.157],[0.004,0.005,0.004],[0.020,0.015,0.014],[0.772,0.222,0.215],[0.911,0.251,0.244],[0.551,0.077,0.077],[0.509,0.090,0.091],[0.890,0.363,0.366],[1.501,0.424,0.437],[1.011,0.410,0.397],[0.684,0.293,0.277],[1.836,1.046,1.011],[1.506,0.583,0.623],[3.361,2.362,2.207],[0.461,0.019,0.018],[5.903,0.365,0.351],[6.687,0.377,0.355],[12.133,1.168,1.116],[7.372,0.513,0.476],[1.662,0.106,0.103],[0.768,0.087,0.083],[1.653,0.103,0.108],[5.878,0.460,0.438],[4.990,0.637,0.652],[0.061,0.037,0.038],[1.372,0.289,0.284],[3.286,0.401,0.373],[4.033,2.334,2.144],[6.605,1.993,2.079],[6.590,1.942,1.947],[0.463,0.214,0.219],[0.068,0.049,0.050],[0.042,0.036,0.032],[0.042,0.021,0.023],[0.104,0.076,0.073],[0.020,0.012,0.011],[0.021,0.012,0.013],[0.010,0.006,0.006]],"source":"results/upcloud_4cpu_amd.json"}
,{"machine":"UpCloud 8CPU 32GiB","comment":"UpCloud 8CPU 32GiB, AMD EPYC 7542","time":"2021-11-23 00:00:00","tags":["cloud","amd"],"result":[[0.002,0.001,0.001],[0.024,0.020,0.019],[0.123,0.040,0.048],[0.448,0.061,0.058],[0.517,0.125,0.119],[0.849,0.357,0.350],[0.037,0.025,0.033],[0.038,0.018,0.018],[0.804,0.549,0.551],[0.920,0.602,0.612],[0.542,0.234,0.231],[0.573,0.272,0.274],[1.032,0.764,0.777],[1.617,0.991,1.001],[1.219,1.010,0.994],[1.056,0.999,0.992],[2.643,2.488,2.498],[1.659,1.583,1.533],[4.957,4.929,4.960],[0.453,0.056,0.055],[6.116,0.994,0.951],[6.914,1.035,1.028],[12.878,2.481,2.450],[9.791,1.195,1.139],[1.682,0.318,0.319],[0.784,0.286,0.273],[1.706,0.322,0.318],[6.060,0.968,0.948],[5.184,1.488,1.450],[1.151,1.206,1.219],[1.520,0.715,0.723],[3.469,0.910,0.911],[5.128,4.690,4.771],[7.003,3.448,3.492],[7.022,3.478,3.430],[1.266,1.246,1.257],[0.225,0.200,0.199],[0.087,0.079,0.070],[0.076,0.064,0.063],[0.450,0.458,0.411],[0.034,0.024,0.026],[0.024,0.020,0.021],[0.006,0.005,0.006]],"source":"results/upcloud_8cpu_32gb.json"}
,{"machine":"Xeon 2176G","comment":"Xeon 2176G, 64GB RAM, 2xSSD 960GB (SAMSUNG MZQLB960HAJR-00007), ZFS RAID-1","time":"2020-01-14 00:00:00","tags":["server","intel"],"result":[[0.001,0.001,0.001],[0.010,0.011,0.009],[0.035,0.031,0.033],[0.058,0.056,0.058],[0.113,0.126,0.121],[0.296,0.300,0.301],[0.017,0.016,0.016],[0.009,0.009,0.011],[0.660,0.659,0.655],[0.775,0.746,0.737],[0.185,0.181,0.184],[0.219,0.237,0.243],[0.943,0.933,0.952],[1.228,1.185,1.201],[0.975,0.963,0.971],[1.068,1.086,1.077],[2.704,2.713,2.725],[1.596,1.564,1.562],[5.653,5.571,5.581],[0.072,0.065,0.062],[1.209,0.958,0.951],[1.383,1.222,1.224],[3.261,2.771,2.776],[1.586,1.210,1.196],[0.417,0.392,0.325],[0.271,0.268,0.267],[0.340,0.338,0.337],[1.376,1.160,1.134],[1.928,1.643,1.697],[3.167,3.135,3.149],[0.947,0.859,0.858],[1.566,1.446,1.467],[8.005,8.065,7.980],[4.640,4.322,4.277],[4.410,4.330,4.300],[1.811,1.749,1.767],[0.138,0.142,0.144],[0.052,0.047,0.048],[0.042,0.043,0.041],[0.271,0.249,0.245],[0.030,0.016,0.016],[0.014,0.013,0.013],[0.004,0.004,0.004]],"source":"results/xeon_2176g.json"}
,{"machine":"Intel CLX 6230R","comment":"2x Intel CLX 6230R, 384 GB RAM, P4600 1.6 TB ext4","time":"2020-11-13 00:00:00","tags":["server","intel"],"result":[[0.016,0.003,0.003],[0.042,0.023,0.022],[0.036,0.031,0.032],[0.083,0.037,0.036],[0.125,0.111,0.109],[0.206,0.171,0.172],[0.027,0.028,0.028],[0.021,0.023,0.023],[0.232,0.196,0.195],[0.260,0.213,0.210],[0.142,0.100,0.103],[0.141,0.120,0.109],[0.318,0.255,0.256],[0.394,0.316,0.311],[0.345,0.301,0.306],[0.332,0.333,0.318],[0.782,0.734,0.719],[0.494,0.423,0.412],[1.502,1.379,1.429],[0.094,0.054,0.057],[0.860,0.295,0.302],[0.978,0.343,0.344],[1.767,0.823,0.827],[2.214,0.468,0.443],[0.258,0.116,0.121],[0.142,0.101,0.104],[0.254,0.113,0.113],[0.860,0.354,0.356],[0.729,0.449,0.447],[0.846,0.847,0.854],[0.322,0.247,0.245],[0.582,0.343,0.348],[2.110,2.008,2.031],[1.417,1.158,1.135],[1.360,1.069,1.084],[0.377,0.371,0.357],[0.228,0.160,0.157],[0.092,0.077,0.076],[0.053,0.043,0.057],[0.423,0.343,0.348],[0.051,0.032,0.034],[0.023,0.033,0.035],[0.015,0.010,0.016]],"source":"results/xeon_clx_6230r.json"}
,{"machine":"Xeon E5645","comment":"Xeon E5645 @ 2.40GHz, 2 sockets, 12 threads, 96 GiB, 14 x 2TB HDD RAID-10","time":"2020-01-18 00:00:00","tags":["server","intel"],"result":[[0.061,0.003,0.003],[0.203,0.026,0.019],[0.231,0.056,0.060],[0.533,0.080,0.099],[0.458,0.202,0.213],[0.723,0.468,0.411],[0.143,0.034,0.029],[0.117,0.025,0.023],[1.033,0.810,0.745],[1.165,0.916,0.898],[0.514,0.249,0.297],[0.600,0.343,0.385],[1.294,1.156,1.221],[1.859,1.459,1.384],[1.627,1.349,1.346],[1.414,1.269,1.306],[3.798,3.774,3.631],[2.177,2.054,2.016],[7.002,6.187,6.263],[0.461,0.081,0.116],[3.860,1.296,1.330],[4.705,1.587,1.503],[9.533,3.887,3.564],[11.468,1.932,1.712],[1.362,0.451,0.403],[0.648,0.374,0.414],[1.195,0.437,0.418],[4.187,1.686,1.474],[3.289,2.146,2.159],[3.919,4.242,4.208],[1.673,1.084,1.040],[3.264,1.496,1.629],[8.883,8.965,9.027],[5.813,5.225,5.365],[5.874,5.376,5.353],[2.053,1.910,1.951],[0.478,0.324,0.325],[0.206,0.132,0.124],[0.222,0.105,0.111],[0.699,0.599,0.563],[0.213,0.041,0.040],[0.133,0.032,0.040],[0.062,0.010,0.010]],"source":"results/xeon_e5645.json"}
,{"machine":"Intel Xeon E5-1650v3","comment":"Intel Xeon E5-1650v3 3.5 GHz, 64 GB DDR4, RAID1 2×480 GB SSD (INTEL SSDSC2BB480G4)","time":"2020-01-26 00:00:00","tags":["server","intel"],"result":[[0.005,0.001,0.001],[0.025,0.015,0.016],[0.085,0.039,0.034],[0.302,0.052,0.057],[0.313,0.137,0.136],[0.639,0.426,0.434],[0.036,0.027,0.027],[0.021,0.014,0.014],[0.871,0.707,0.707],[1.060,0.812,0.811],[0.521,0.285,0.290],[0.548,0.331,0.339],[1.358,0.987,0.983],[1.832,1.317,1.326],[1.464,1.165,1.134],[1.311,1.115,1.111],[3.426,3.060,3.069],[2.113,1.832,1.849],[7.000,6.235,6.309],[0.293,0.067,0.074],[3.325,1.062,1.030],[3.765,1.296,1.311],[7.438,2.870,2.831],[7.820,1.318,1.277],[1.139,0.412,0.405],[0.704,0.372,0.362],[1.154,0.428,0.427],[3.557,1.103,1.060],[3.249,1.680,1.666],[2.411,2.364,2.312],[1.365,0.993,1.003],[2.696,1.535,1.523],[9.226,8.948,8.734],[6.053,4.337,4.321],[6.020,4.341,4.300],[1.919,1.790,1.759],[0.220,0.160,0.161],[0.085,0.067,0.061],[0.116,0.061,0.061],[0.431,0.335,0.320],[0.050,0.037,0.025],[0.083,0.016,0.019],[0.029,0.006,0.006]],"source":"results/xeon_e5_1650v3.json"}
,{"machine":"Dell PowerEdge R730xd","comment":"Dell PowerEdge R730xd, 2 socket 10 cores E5-2640 v4, HW RAID5 3TBx12 SATA","time":"2020-01-14 00:00:00","tags":["server","intel"],"result":[[0.225,0.001,0.002],[0.534,0.010,0.010],[0.229,0.025,0.026],[0.530,0.042,0.040],[0.265,0.094,0.090],[0.685,0.224,0.219],[0.172,0.013,0.013],[0.181,0.010,0.011],[0.908,0.418,0.424],[0.725,0.450,0.462],[0.517,0.138,0.139],[0.445,0.168,0.161],[1.065,0.585,0.584],[1.325,0.756,0.747],[1.184,0.627,0.637],[0.905,0.676,0.699],[2.101,1.848,1.775],[1.275,0.927,0.988],[5.285,4.201,4.088],[0.465,0.040,0.071],[7.380,0.557,0.538],[7.636,0.665,0.718],[13.905,1.685,1.645],[18.739,0.828,0.790],[1.950,0.195,0.185],[0.549,0.163,0.156],[1.384,0.205,0.190],[7.199,0.650,0.611],[6.514,0.935,0.885],[2.154,2.034,2.031],[1.538,0.546,0.525],[3.711,0.916,0.936],[5.993,4.973,5.183],[8.215,2.759,2.741],[8.162,2.795,2.772],[1.347,1.074,1.051],[0.478,0.208,0.204],[0.147,0.077,0.074],[0.197,0.066,0.066],[0.694,0.438,0.453],[0.217,0.024,0.033],[0.137,0.032,0.020],[0.058,0.006,0.006]],"source":"results/xeon_e5_2640v4.json"}
,{"machine":"Xeon E5-2650","comment":"Xeon E5-2650 v2 @ 2.60GHz, 2 sockets, 16 threads, 4xHDD RAID-10","time":"2020-09-25 00:00:00","tags":["server","intel"],"result":[[0.040,0.002,0.002],[0.698,0.014,0.013],[0.533,0.030,0.030],[0.700,0.043,0.046],[0.749,0.108,0.102],[1.350,0.221,0.259],[0.168,0.020,0.020],[0.096,0.013,0.013],[1.132,0.406,0.386],[1.279,0.426,0.440],[0.842,0.153,0.146],[1.042,0.186,0.182],[1.149,0.536,0.533],[1.734,0.688,0.683],[1.481,0.688,0.651],[1.100,0.709,0.700],[2.367,1.668,1.682],[1.687,1.013,0.988],[4.768,3.647,3.783],[0.599,0.055,0.040],[5.530,0.646,0.622],[6.658,0.671,0.648],[11.795,1.645,1.574],[19.248,1.168,0.906],[1.826,0.224,0.232],[0.964,0.189,0.187],[2.058,0.234,0.215],[5.811,0.758,0.704],[4.805,1.014,0.995],[2.272,2.035,1.838],[1.827,0.546,0.547],[3.643,0.863,0.834],[5.816,5.069,5.168],[6.585,2.655,2.756],[6.949,2.681,2.795],[1.325,1.090,1.072],[0.460,0.183,0.179],[1.000,0.087,0.091],[0.142,0.051,0.038],[0.808,0.392,0.391],[0.256,0.021,0.015],[0.132,0.038,0.012],[0.054,0.006,0.006]],"source":"results/xeon_e5_2650_4hdd.json"}
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,{"machine":"DO Xeon E5-2650Lv3","comment":"Digital Ocean, Xeon E5-2650L v3 @ 1.80GHz, 16 cores, 64 GB, SSD Disk 1.28 TB","time":"2020-01-21 00:00:00","tags":["cloud","do","intel"],"result":[[0.004,0.004,0.004],[0.056,0.037,0.036],[0.111,0.079,0.078],[0.151,0.092,0.095],[0.302,0.262,0.233],[0.602,0.541,0.552],[0.063,0.049,0.049],[0.039,0.036,0.036],[0.829,0.762,0.746],[0.939,0.883,0.862],[0.391,0.311,0.316],[0.445,0.358,0.356],[1.227,1.024,0.986],[1.455,1.276,1.235],[1.285,1.146,1.104],[1.229,1.119,1.062],[2.750,2.555,2.497],[1.798,1.587,1.527],[5.485,5.167,5.165],[0.184,0.142,0.106],[2.054,1.350,1.302],[2.229,1.399,1.290],[4.673,3.013,2.946],[3.984,1.656,1.566],[0.736,0.492,0.461],[0.479,0.382,0.378],[0.682,0.456,0.448],[1.974,1.296,1.146],[2.295,1.847,1.694],[2.232,2.199,2.213],[1.123,0.953,0.944],[1.814,1.385,1.279],[7.367,7.127,7.355],[4.973,4.595,4.775],[5.127,4.639,4.612],[1.794,1.630,1.633],[0.522,0.420,0.431],[0.216,0.193,0.202],[0.204,0.171,0.163],[0.888,0.823,0.789],[0.098,0.077,0.058],[0.078,0.042,0.041],[0.025,0.015,0.020]],"source":"results/xeon_e5_2650l_v3.json"}
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,{"machine":"Xeon Gold 6230","comment":"Xeon Gold 6230, 2 sockets, 40 threads","time":"2020-01-01 00:00:00","tags":["server","intel"],"result":[[0.009,0.002,0.001],[0.028,0.008,0.009],[0.055,0.014,0.014],[0.122,0.018,0.018],[0.157,0.069,0.068],[0.217,0.124,0.121],[0.020,0.008,0.008],[0.013,0.008,0.007],[0.284,0.213,0.217],[0.312,0.241,0.239],[0.164,0.087,0.090],[0.168,0.092,0.092],[0.318,0.256,0.251],[0.436,0.323,0.325],[0.385,0.327,0.327],[0.419,0.402,0.398],[1.061,0.918,0.935],[0.523,0.474,0.598],[1.706,1.621,1.657],[0.124,0.037,0.024],[1.192,0.263,0.258],[1.362,0.303,0.302],[2.473,0.730,0.735],[2.857,0.451,0.382],[0.374,0.106,0.103],[0.204,0.079,0.078],[0.381,0.114,0.109],[1.185,0.327,0.318],[1.011,0.408,0.415],[0.895,0.925,0.880],[0.406,0.277,0.274],[0.846,0.386,0.389],[3.174,2.500,2.533],[1.758,1.311,1.315],[1.766,1.332,1.355],[0.469,0.449,0.462],[0.201,0.169,0.170],[0.069,0.061,0.061],[0.064,0.056,0.057],[0.362,0.365,0.369],[0.035,0.022,0.024],[0.030,0.019,0.019],[0.009,0.005,0.005]],"source":"results/xeon_gold_6230.json"}
,{"machine":"Huawei Cloud c6.xlarge.4, 4vCPUs, 16 GiB","comment":"Huawei Cloud c6.xlarge.4, Xeon Gold 6266C, 3GHz, 4vCPU, 16GiB RAM, vda1 40GB","time":"2021-12-23 00:00:00","tags":["cloud","intel"],"result":[[0.001,0.001,0.001],[0.034,0.023,0.023],[0.168,0.105,0.104],[0.745,0.162,0.160],[1.512,0.328,0.327],[2.408,1.162,1.155],[0.069,0.052,0.051],[0.074,0.027,0.026],[2.314,1.833,1.796],[2.749,2.014,2.011],[1.424,0.618,0.579],[1.494,0.681,0.677],[3.208,2.457,2.529],[5.071,3.329,3.411],[3.968,3.289,3.330],[3.142,2.925,2.827],[9.473,9.034,8.850],[6.768,6.256,6.115],[18.388,17.790,17.892],[1.105,0.195,0.194],[20.310,3.459,3.416],[22.772,3.811,3.773],[42.554,8.738,8.640],[30.747,4.013,3.967],[4.707,0.973,0.965],[2.003,0.845,0.839],[4.978,0.991,0.974],[19.726,3.293,3.264],[17.151,5.171,5.134],[3.620,3.600,3.600],[4.693,2.172,2.115],[10.842,2.686,2.750],[17.857,17.086,16.907],[22.926,13.070,12.808],[22.803,12.727,12.867],[4.189,3.888,3.893],[0.227,0.176,0.177],[0.085,0.068,0.067],[0.101,0.064,0.067],[0.493,0.438,0.399],[0.042,0.022,0.021],[0.029,0.017,0.015],[0.007,0.005,0.003]],"source":"results/xeon_gold_6266.json"}
,{"machine":"Xeon Gold 6448Y","comment":"Xeon Gold 6448Y, 2 sockets, 32 cores/socket, 2 threads/core, 790 GB","time":"2025-09-15 05:46:59","tags":["server","intel"],"result":[[0.004,0.003,0.004],[0.020,0.011,0.013],[0.033,0.024,0.024],[0.080,0.025,0.025],[0.130,0.105,0.103],[0.185,0.148,0.153],[0.007,0.006,0.006],[0.024,0.017,0.017],[0.181,0.166,0.163],[0.255,0.160,0.175],[0.110,0.083,0.083],[0.132,0.092,0.095],[0.202,0.143,0.139],[0.234,0.193,0.190],[0.194,0.154,0.145],[0.131,0.105,0.104],[0.430,0.317,0.301],[0.238,0.209,0.208],[0.736,0.539,0.528],[0.058,0.003,0.003],[0.502,0.037,0.044],[0.566,0.028,0.027],[0.973,0.481,0.470],[0.179,0.176,0.176],[0.156,0.067,0.065],[0.088,0.058,0.058],[0.158,0.069,0.071],[0.512,0.265,0.257],[0.478,0.279,0.275],[0.050,0.043,0.041],[0.174,0.132,0.129],[0.406,0.160,0.164],[0.853,0.610,0.605],[0.752,0.567,0.547],[0.717,0.554,0.533],[0.084,0.068,0.065],[0.044,0.041,0.034],[0.037,0.030,0.024],[0.028,0.024,0.022],[0.075,0.067,0.061],[0.014,0.008,0.007],[0.015,0.005,0.007],[0.010,0.006,0.006]],"source":"results/xeon_gold_6448y.json"}
,{"machine":"Intel Xeon Platinum 8180M @ 2.5 GHz","comment":"Intel Xeon Platinum 8180M @ 2.5 GHz, 112 cores (w/o SMT), 256 GB DRAM, 1.5 TB SSD","time":"2025-05-19 00:00:00","tags":["server","intel"],"result":[[0.006,0.004,0.004],[0.053,0.032,0.052],[0.097,0.032,0.032],[0.196,0.032,0.031],[0.265,0.141,0.144],[0.366,0.185,0.181],[0.009,0.008,0.008],[0.044,0.032,0.031],[0.341,0.239,0.229],[0.415,0.266,0.270],[0.278,0.101,0.098],[0.330,0.119,0.116],[0.624,0.527,0.526],[0.802,0.642,0.644],[0.615,0.491,0.481],[0.710,0.543,0.556],[1.548,1.344,1.383],[1.209,1.098,0.996],[3.168,2.842,2.361],[0.191,0.004,0.004],[1.992,0.049,0.056],[2.348,0.042,0.039],[4.489,2.144,2.057],[0.436,0.365,0.384],[0.624,0.143,0.136],[0.305,0.122,0.120],[0.619,0.131,0.134],[2.114,0.610,0.562],[2.004,0.991,0.956],[0.137,0.083,0.085],[0.632,0.350,0.339],[1.413,0.637,0.625],[4.058,3.726,3.355],[3.170,2.192,2.113],[3.158,2.270,2.213],[0.517,0.356,0.355],[0.093,0.069,0.089],[0.059,0.058,0.056],[0.067,0.040,0.042],[0.167,0.125,0.144],[0.037,0.017,0.017],[0.034,0.018,0.018],[0.020,0.015,0.015]],"source":"results/xeon_platinum_8180_no_smt.json"}
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,{"machine":"Xeon Silver 4114","comment":"Xeon Silver 4114, 256 Gb RAM, SSD RAID1","time":"2020-04-23 00:00:00","tags":["server","intel"],"result":[[0.010,0.002,0.002],[0.047,0.016,0.016],[0.080,0.041,0.044],[0.236,0.063,0.059],[0.266,0.139,0.133],[0.507,0.366,0.346],[0.045,0.034,0.035],[0.027,0.015,0.017],[0.716,0.589,0.565],[0.771,0.658,0.635],[0.320,0.225,0.251],[0.358,0.246,0.248],[0.934,0.749,0.764],[1.252,1.017,1.020],[1.144,0.990,0.997],[1.106,1.037,1.030],[3.004,2.754,2.779],[1.865,1.666,1.687],[5.054,4.953,5.174],[0.229,0.060,0.057],[2.609,1.049,1.058],[2.968,1.109,1.113],[5.592,2.381,2.401],[5.589,1.385,1.241],[0.768,0.348,0.340],[0.431,0.283,0.282],[0.774,0.351,0.349],[2.591,0.919,0.842],[2.493,1.627,1.536],[1.849,1.860,1.823],[1.088,0.832,0.842],[1.862,1.133,1.177],[null,null,null],[4.641,3.828,3.872],[4.580,3.979,4.150],[1.471,1.412,1.406],[0.250,0.203,0.212],[0.097,0.084,0.085],[0.121,0.086,0.074],[0.541,0.458,0.448],[0.057,0.027,0.037],[0.035,0.020,0.018],[0.017,0.008,0.005]],"source":"results/xeon_silver_4114.json"}
,{"machine":"Dell PowerEdge R640","comment":"Dell PowerEdge R640 DX292 2x Xeon SP Gold 16-Core 2.10GHz, 196 GB RAM, 2x SSD 960 GB RAID-1","time":"2020-01-13 00:00:00","tags":["server","intel"],"result":[[0.005,0.003,0.003],[0.035,0.013,0.016],[0.043,0.023,0.023],[0.076,0.030,0.027],[0.109,0.087,0.098],[0.184,0.154,0.151],[0.030,0.017,0.016],[0.018,0.017,0.016],[0.346,0.357,0.375],[0.467,0.397,0.410],[0.165,0.135,0.137],[0.166,0.146,0.143],[0.452,0.432,0.415],[0.543,0.523,0.527],[0.508,0.489,0.472],[0.638,0.551,0.549],[1.280,1.231,1.272],[0.680,0.748,0.611],[2.380,2.465,2.351],[0.073,0.065,0.040],[0.724,0.371,0.376],[0.805,0.474,0.450],[1.547,1.064,1.117],[1.798,0.543,0.507],[0.217,0.145,0.142],[0.139,0.122,0.133],[0.221,0.161,0.159],[0.730,0.440,0.449],[0.875,0.744,0.721],[1.307,1.259,1.318],[0.457,0.401,0.404],[0.716,0.688,0.617],[4.147,4.251,3.844],[2.082,1.950,2.187],[2.109,2.095,1.930],[0.875,0.851,0.848],[0.233,0.235,0.221],[0.103,0.087,0.086],[0.087,0.078,0.078],[0.452,0.407,0.403],[0.047,0.041,0.054],[0.036,0.034,0.035],[0.013,0.010,0.010]],"source":"results/xeon_sp_gold.json"}
,{"machine":"ProLiant DL380 G7 (1 CPU)","comment":"ProLiant DL380 G7, 128Gb RAM, 1x Xeon X5675 3.07GHz, 8x300GB SAS Soft RAID5","time":"2020-02-18 00:00:00","tags":["server","intel"],"result":[[0.048,0.005,0.005],[0.092,0.026,0.026],[0.167,0.067,0.073],[0.200,0.117,0.116],[0.263,0.185,0.203],[0.587,0.586,0.586],[0.094,0.043,0.043],[0.067,0.025,0.026],[1.371,1.299,1.298],[1.638,1.546,1.548],[0.441,0.341,0.337],[0.482,0.405,0.385],[2.682,2.680,2.630],[3.189,3.207,3.167],[2.634,2.525,2.556],[3.181,3.200,3.213],[7.793,7.714,7.768],[3.802,3.819,3.960],[19.101,16.177,15.840],[0.320,0.153,0.134],[3.108,2.188,2.115],[4.515,3.139,3.069],[7.712,6.856,6.906],[11.063,2.630,2.567],[1.015,0.739,0.723],[0.738,0.644,0.623],[1.048,0.717,0.736],[3.371,2.905,2.903],[4.772,4.539,4.518],[11.700,11.656,11.589],[2.217,2.083,2.072],[4.329,4.153,3.889],[21.212,21.887,21.417],[12.816,12.501,12.664],[13.192,12.624,12.820],[5.454,5.447,5.462],[0.376,0.280,0.288],[0.152,0.097,0.113],[0.171,0.093,0.100],[0.594,0.484,0.464],[0.129,0.043,0.036],[0.098,0.027,0.045],[0.033,0.025,0.011]],"source":"results/xeon_x5675.json"}
,{"machine":"ProLiant DL380 G7 (2 CPU)","comment":"ProLiant DL380 G7, 12Gb RAM, 2x Xeon X5675 3.07GHz, 8x300GB SAS soft RAID5","time":"2020-02-18 00:00:00","tags":["server","intel"],"result":[[0.041,0.005,0.005],[0.084,0.020,0.019],[0.403,0.046,0.043],[0.190,0.081,0.082],[0.192,0.127,0.131],[0.388,0.324,0.309],[0.078,0.028,0.038],[0.055,0.019,0.019],[0.677,0.614,0.604],[0.808,0.706,0.727],[0.282,0.190,0.181],[0.312,0.223,0.229],[0.997,0.895,0.891],[1.167,1.155,1.115],[1.155,1.088,1.143],[1.119,1.090,1.109],[3.451,3.222,3.153],[1.743,1.770,1.655],[9.346,6.206,6.436],[0.352,0.108,0.105],[2.985,0.993,0.976],[3.594,1.211,1.195],[6.626,2.829,2.800],[10.086,1.331,1.318],[1.072,0.348,0.332],[0.535,0.298,0.269],[1.046,0.362,0.334],[3.487,1.221,1.165],[2.718,1.742,1.719],[3.200,3.158,3.116],[1.346,0.901,0.917],[2.336,1.285,1.285],[8.876,64.491,123.728],[10.200,5.127,4.743],[5.196,4.783,4.659],[1.628,1.544,1.527],[0.476,0.296,0.285],[0.172,0.127,0.097],[0.170,0.078,0.083],[0.670,0.529,0.511],[0.181,0.065,0.039],[0.123,0.029,0.033],[0.045,0.011,0.011]],"source":"results/xeon_x5675_2.json"}
,{"machine":"Yandex Cloud s1.small","comment":"Yandex Cloud Broadwell, 4 vCPU (2 threads), 16 GB RAM, 30 GB SSD","time":"2020-01-14 00:00:00","tags":["cloud","yandex","intel"],"result":[[0.507,0.002,0.002],[0.267,0.035,0.034],[0.970,0.120,0.121],[4.600,0.200,0.194],[0.554,0.469,0.462],[7.314,1.276,1.251],[0.164,0.062,0.063],[0.159,0.035,0.036],[5.551,1.935,1.946],[2.291,2.170,2.188],[0.718,0.653,0.686],[0.841,0.796,0.776],[7.636,2.906,2.849],[6.644,4.234,3.796],[3.847,3.080,3.029],[4.308,3.285,3.214],[9.768,8.793,8.694],[6.103,5.225,6.072],[20.421,17.609,17.372],[2.141,0.182,0.189],[55.415,3.527,3.553],[55.961,4.545,4.011],[106.069,9.063,8.975],[116.871,4.638,4.542],[16.100,1.818,1.186],[2.543,0.950,0.933],[5.086,1.199,1.192],[55.720,3.259,3.240],[46.784,5.170,5.190],[6.505,6.229,6.191],[11.382,2.817,2.863],[22.205,4.495,4.348],[34.430,27.314,27.662],[58.643,14.066,14.196],[50.675,14.220,13.868],[5.674,5.107,5.219],[0.577,0.293,0.272],[0.151,0.098,0.094],[0.107,0.094,0.089],[0.692,0.582,0.610],[0.302,0.040,0.036],[0.101,0.027,0.026],[0.094,0.006,0.006]],"source":"results/yandex_cloud_broadwell_4_vcpu.json"}
,{"machine":"Yandex Cloud 8vCPU","comment":"Yandex Cloud Broadwell, 8 vCPU (4 threads), 64 GB RAM, 500 GB SSD","time":"2021-02-05 00:00:00","tags":["cloud","yandex","intel"],"result":[[0.004,0.003,0.003],[0.047,0.030,0.021],[0.129,0.066,0.067],[0.873,0.098,0.095],[0.869,0.247,0.257],[1.429,0.818,0.768],[0.055,0.042,0.043],[0.034,0.025,0.024],[1.372,1.003,1.051],[1.605,1.281,1.209],[0.942,0.503,0.483],[0.980,0.537,0.558],[2.076,1.664,1.635],[3.136,2.235,2.171],[2.351,1.973,1.974],[2.369,2.170,2.133],[6.281,5.576,5.498],[3.739,3.481,3.354],[10.947,10.225,10.271],[0.875,0.111,0.108],[10.832,1.844,1.877],[12.344,2.330,2.227],[22.999,5.000,4.903],[20.086,2.390,2.278],[3.036,0.722,0.673],[1.420,0.602,0.578],[3.040,0.728,0.714],[10.842,1.874,1.783],[9.207,2.809,2.705],[2.751,2.703,2.714],[2.810,1.675,1.568],[6.507,2.449,2.505],[15.968,15.014,15.318],[13.479,7.951,7.702],[13.227,7.791,7.699],[2.811,2.723,2.549],[0.358,0.249,0.273],[0.157,0.099,0.101],[0.189,0.088,0.080],[0.758,0.544,0.525],[0.115,0.033,0.027],[0.063,0.048,0.023],[0.014,0.011,0.008]],"source":"results/yandex_cloud_broadwell_8_vcpu.json"}
,{"machine":"Yandex Cloud 32vCPU","comment":"Yandex Cloud Cascade Lake, 32 vCPU, 128 GB RAM, 300 GB SSD","time":"2020-09-23 00:00:00","tags":["cloud","yandex","intel"],"result":[[0.021,0.001,0.001],[0.051,0.011,0.010],[0.396,0.025,0.025],[1.400,0.035,0.033],[1.413,0.095,0.098],[2.272,0.222,0.208],[0.042,0.014,0.014],[0.024,0.011,0.010],[1.948,0.311,0.303],[2.267,0.379,0.348],[1.498,0.138,0.135],[1.563,0.164,0.155],[2.435,0.544,0.516],[3.937,0.661,0.659],[2.724,0.727,0.642],[1.795,0.683,0.641],[4.668,1.682,1.643],[3.802,1.051,0.895],[8.297,3.835,4.592],[1.427,0.100,0.033],[16.816,0.652,0.547],[19.159,0.650,0.532],[35.374,1.538,1.311],[32.736,0.854,0.699],[4.767,0.203,0.184],[2.249,0.166,0.158],[4.759,0.207,0.189],[16.826,0.584,0.529],[14.308,0.920,0.789],[1.137,1.041,0.992],[3.967,0.545,0.555],[9.196,0.872,0.789],[9.554,5.501,5.694],[17.810,2.712,2.329],[17.726,2.653,2.793],[1.260,0.955,0.978],[0.260,0.171,0.164],[0.092,0.065,0.069],[0.046,0.041,0.037],[0.475,0.391,0.383],[0.066,0.021,0.019],[0.023,0.024,0.011],[0.022,0.005,0.005]],"source":"results/yandex_cloud_cascade_lake_32_vcpu.json"}
,{"machine":"Yandex Cloud s2.small","comment":"Yandex Cloud Cascade Lake, 4 vCPU (2 threads), 16 GB RAM, 30 GB SSD","time":"2020-01-13 00:00:00","tags":["cloud","yandex","intel"],"result":[[0.621,0.002,0.002],[0.288,0.035,0.030],[1.023,0.126,0.132],[5.152,0.219,0.194],[0.458,0.427,0.447],[6.848,1.223,1.232],[0.271,0.077,0.058],[0.130,0.044,0.032],[3.722,2.145,2.159],[2.571,2.459,2.490],[0.764,0.679,0.721],[0.892,0.816,0.816],[5.743,3.467,3.294],[5.177,4.540,4.596],[5.294,4.565,4.510],[5.109,3.902,3.845],[14.256,12.943,12.882],[8.741,8.056,9.738],[30.649,26.987,26.702],[2.063,0.183,0.239],[54.740,3.602,3.559],[54.077,6.038,4.264],[107.285,11.156,9.986],[114.734,4.735,4.673],[15.581,1.257,1.249],[3.779,1.002,0.992],[4.864,1.305,1.305],[55.450,3.348,3.230],[46.372,5.424,5.263],[6.437,6.404,6.179],[11.933,3.524,3.546],[20.803,5.352,5.216],[43.065,41.106,41.870],[58.396,16.545,16.610],[51.752,16.329,16.221],[6.722,6.256,6.391],[0.533,0.241,0.237],[0.113,0.085,0.077],[0.093,0.083,0.074],[0.624,0.497,0.492],[0.286,0.036,0.028],[0.088,0.022,0.021],[0.099,0.005,0.005]],"source":"results/yandex_cloud_cascade_lake_4_vcpu.json"}
,{"machine":"Yandex Cloud s2.6xlarge","comment":"Yandex Cloud Cascade Lake, 64 vCPU (32 threads), 128 GB RAM, 400 GB SSD","time":"2020-01-11 00:00:00","tags":["cloud","yandex","intel"],"result":[[0.037,0.002,0.002],[0.113,0.008,0.014],[0.275,0.016,0.016],[0.448,0.022,0.022],[0.472,0.083,0.082],[0.808,0.137,0.136],[0.063,0.016,0.010],[0.055,0.008,0.008],[0.753,0.280,0.327],[0.850,0.308,0.305],[0.540,0.110,0.105],[0.533,0.113,0.112],[0.930,0.326,0.314],[1.463,0.392,0.374],[0.994,0.389,0.386],[0.763,0.471,0.499],[1.890,1.271,1.280],[1.335,0.642,1.776],[3.886,2.448,2.370],[0.452,0.052,0.029],[5.834,0.380,0.374],[6.645,0.509,0.385],[12.401,1.204,1.146],[12.727,0.502,0.513],[1.628,0.154,0.128],[0.739,0.121,0.144],[1.632,0.173,0.127],[5.856,0.495,0.568],[4.960,0.685,0.784],[1.619,0.974,1.638],[1.420,0.377,0.361],[3.379,0.596,0.580],[5.797,4.241,4.280],[6.864,2.376,2.224],[6.834,2.112,2.118],[0.996,0.890,0.947],[0.286,0.226,0.218],[0.110,0.080,0.077],[0.146,0.075,0.068],[0.531,0.500,0.438],[0.076,0.025,0.027],[0.054,0.021,0.022],[0.033,0.004,0.004]],"source":"results/yandex_cloud_cascade_lake_64_vcpu.json"}
,{"machine":"Yandex Cloud s2.6xlarge 4TB SSD","comment":"Yandex Cloud Cascade Lake, 64 vCPU (32 threads), 128 GB RAM, 4 TB SSD","time":"2020-01-13 00:00:00","tags":["cloud","yandex","intel"],"result":[[0.054,0.002,0.002],[0.140,0.009,0.015],[0.139,0.017,0.020],[0.430,0.022,0.022],[0.453,0.083,0.082],[0.839,0.160,0.159],[0.058,0.010,0.010],[0.048,0.009,0.008],[0.706,0.307,0.288],[0.821,0.328,0.301],[0.509,0.108,0.106],[0.534,0.117,0.116],[0.905,0.318,0.313],[1.573,0.429,0.413],[0.960,0.410,0.403],[0.769,0.619,0.521],[1.914,1.335,1.272],[1.279,0.657,1.215],[3.839,2.264,2.481],[0.425,0.064,0.027],[5.605,0.344,0.367],[6.389,0.382,0.403],[11.794,0.894,0.878],[11.730,0.536,0.436],[1.540,0.120,0.109],[0.715,0.091,0.106],[1.553,0.132,0.132],[5.580,0.375,0.350],[4.720,0.511,0.480],[1.025,0.953,1.008],[1.475,0.359,0.357],[3.457,0.504,0.495],[4.688,3.581,3.673],[6.325,1.913,1.865],[6.338,1.933,2.030],[0.961,0.785,0.847],[0.267,0.221,0.215],[0.095,0.071,0.078],[0.148,0.065,0.071],[0.516,0.471,0.432],[0.076,0.028,0.025],[0.053,0.018,0.021],[0.034,0.004,0.004]],"source":"results/yandex_cloud_cascade_lake_64_vcpu_2.json"}
,{"machine":"Yandex Cloud 80vCPU","comment":"Yandex Cloud Cascade Lake, 80 vCPU, 160 GB RAM, 4TB SSD","time":"2020-09-23 00:00:00","tags":["cloud","yandex","intel"],"result":[[0.024,0.002,0.002],[0.067,0.012,0.012],[0.104,0.017,0.017],[0.411,0.020,0.021],[0.577,0.069,0.068],[0.739,0.123,0.122],[0.038,0.015,0.014],[0.024,0.012,0.012],[0.625,0.169,0.168],[0.748,0.216,0.207],[0.471,0.089,0.082],[0.487,0.092,0.087],[0.818,0.256,0.245],[1.324,0.352,0.352],[0.927,0.333,0.319],[0.642,0.376,0.377],[1.686,0.983,0.959],[1.290,0.588,0.582],[3.105,1.793,1.818],[0.426,0.031,0.034],[5.559,0.415,0.344],[6.343,0.435,0.405],[11.779,1.151,1.101],[11.851,0.537,0.509],[1.530,0.125,0.126],[0.695,0.103,0.103],[1.531,0.127,0.119],[5.576,0.541,0.496],[4.718,0.740,0.719],[1.429,1.467,1.500],[1.309,0.335,0.322],[3.138,0.505,0.518],[5.481,3.475,3.512],[6.330,1.877,1.818],[6.238,1.843,1.813],[0.660,0.626,0.603],[0.251,0.152,0.151],[0.090,0.058,0.059],[0.041,0.038,0.034],[0.470,0.376,0.385],[0.076,0.015,0.018],[0.030,0.018,0.010],[0.024,0.006,0.005]],"source":"results/yandex_cloud_cascade_lake_80_vcpu.json"}
]; // end of data

    </script>
</head>
<body>

<div class="header stick-left">
    <span class="nowrap themes"><span id="toggle-dark">🌚</span><span id="toggle-light">🌞</span></span>
    <h1>ClickHouse Hardware Benchmark</h1>
    <a href="https://github.com/ClickHouse/ClickBench/">Source</a> | <a href="https://clickhouse.com/docs/en/operations/performance-test/">Add a New Result</a> | <a href="https://github.com/ClickHouse/ClickBench/">Report Mistake</a> | <a href="https://benchmark.clickhouse.com/">Benchmark For Analytical DBMS</a> | <a href="https://benchmark.clickhouse.com/versions/">Versions Benchmark</a>
</div>

<table class="selectors-container stick-left">
    <tr>
        <th>Machine: </th>
        <td id="selectors_machine">
            <a id="select-all-machines" class="selector selector-active">All</a>
        </td>
    </tr>
    <tr>
        <th>Type: </th>
        <td id="selectors_type">
            <a id="select-all-types" class="selector selector-active">All</a>
        </td>
    </tr>
    <tr>
        <th>Metric: </th>
        <td id="selectors_run">
            <a class="selector" id="selector-metric-cold">Cold Run</a>
            <a class="selector" id="selector-metric-hot">Hot Run</a>
        </td>
    </tr>
</table>

<table class="stick-left comparison">
    <thead>
        <tr>
            <th class="summary-name">
                Machine
            </th>
            <th colspan="2">
                Relative time (lower is better)
            </th>
        </tr>
    </thead>
    <tbody id="summary">
    </tbody>
</table>

<div id="nothing-selected" class="stick-left">Nothing selected</div>

<div class="stick-left comparison">
    <h2>Detailed Comparison</h2>
</div>

<table id="details">
    <thead>
        <tr id="details_head">
        </tr>
    </thead>
    <tbody id="details_body">
    </tbody>
</table>

<div class="comments">
<p>Submit your own results: <a href="https://clickhouse.com/docs/en/operations/performance-test/">https://clickhouse.com/docs/en/operations/performance-test/</a></p>
<p>
Results for Lenovo B580 Laptop are from <b>Ragıp Ünal</b>. 16GB RAM 1600 GHz, 240GB SSD, Intel(R) Core(TM) i5-3210M CPU @ 2.50GHz (2 Core / 4 HT)<br/>
Results for Time4vps.eu are from <b>Ragıp Ünal</b>.<br/>
Results for Dell PowerEdge R640, R641 (in Hetzner) are from <b>Dmirty Titov</b>.<br/>
Results for Dell PowerEdge R730 are from <b>Amos Bird</b>.<br/>
Results for Dell R530 are from <b>Yuriy Zolkin</b>.<br/>
Results for Xeon 2176G are from <b>Sergey Golod</b>.<br/>
Results for Azure DS3v2 are from <b>Boris Granveaud</b>.<br/>
Results for AWS are from <b>Wolf Kreuzerkrieg</b>.<br/>
Results for Huawei Taishan are from <b>Peng Gao</b> in sina.com.<br/>
Results for Huawei Taishan (2) are from <b>Kurmaev Roman</b> at Huawei.<br/>
Results for Selectel and AMD EPYC 7402P are from <b>Andrey Dudin</b>.<br/>
Results for ProLiant are from <b>Denis Ustinov</b>.<br/>
Results for AMD EPYC 7502P 128GiB are from <b>Kostiantyn Velychkovskyi</b>.<br/>
Results for AMD EPYC 7502P 512GiB are from <b>Sergey Zakharov</b>.<br/>
Results for Pinebook Pro are from <b>Aleksey R. @kITerE</b>.<br/>
Results for AMD Ryzen are from <b>Alexey Milovidov</b>. Firefox was running in background.<br/>
Results for Azure E32s are from <b>Piotr Maśko</b>.<br/>
Results for MacBook Pro are from <b>Denis Glazachev</b>. MacOS Catalina Version 10.15.4 (19E266). For "drop caches", the "Free Up RAM" in CleanMyMac is used.<br/>
Results for AMD EPYC 7702 are from <b>Peng Gao</b> in sina.com.<br/>
Results for Intel NUC are from <b>Alexander Zaitsev</b>, Altinity.<br/>
Xeon Gold 6230 server is using 4 x SAMSUNG datacenter class SSD in RAID-10.<br/>
Results for Yandex Managed ClickHouse for "cold cache" are biased and should not be compared, because cache was not flushed for every next query.<br/>
Results for AWS Lightsail is from <b>Vamsi Krishna B.</b><br/>
Results for Dell XPS laptop and Google Pixel phone is from <b>Alexander Kuzmenkov</b>.<br/>
Results for Android phones for "cold cache" are done without cache flushing, so they are not "cold" and cannot be compared.<br/>
Results for Digital Ocean are from <b>Zimin Aleksey</b>.<br/>
Results for 2x EPYC 7642 w/ 512 GB RAM (192 Cores) + 12X 1TB SSD (RAID6) are from <b>Yiğit Konur</b> and <b>Metehan Çetinkaya</b> of seo.do.<br/>
Results for Raspberry Pi and Digital Ocean CPU-optimized are from <b>Fritz Wijaya</b>.<br/>
Results for Digitalocean (Storage-intesinve VMs) + (CPU/GP) are from <b>Yiğit Konur</b> and <b>Metehan Çetinkaya</b> of seo.do.<br/>
Results for 2x AMD EPYC 7F72 3.2 Ghz (Total 96 Cores, IBM Cloud's Bare Metal Service) from <b>Yiğit Konur</b> and <b>Metehan Çetinkaya</b> of seo.do.<br/>
Results for 2x AMD EPYC 7742 (128 physical cores, 1 TB DDR4-3200 RAM) from <b>Yedige Davletgaliyev</b> and <b>Nikita Zhavoronkov</b> of blockchair.com.<br/>
Results for ASUS A15 (Ryzen laptop) are from <b>Kimmo Linna</b>.<br/>
Results for MacBook Air M1 are from <b>Denis Glazachev</b>.<br/>
Results for Xeon Gold 6140 are from <b>Shiv Iyer</b> (ChistaDATA Labs).<br/>
Comparison of EBS and EFS is from <b>Ramazan Polat</b>.<br/>
Results for Hetzner and Scaleway are from <b>Anthony Najjar Simon</b> (Panelbear).<br/>
Results for GCP are from <b>Vy Nguyen Tan</b>.<br/>
Results for ThinkPad P15 are from <b>Mikhail Shiryaev</b>.<br/>
Results for RockPi4 are from <b>Kirill Zholnay</b>.<br/>
Results for Xeon 6266C are from <b>David in Shanghai</b>.<br/>
Results for SSDNodes and Cavium are from <b>Lorenzo QXIP</b>.<br/>
Results for AMD EPYC 7662 64-Core Processor are from <b>Evgeniy Kuts</b>.<br/>
Results for scaleway GP1-S 8x x86 64bit 32GB ram 300gb NVMe are from <b>Dag Vilmar Tveit</b>.<br/>
Results for scaleway GP1-M 16x x86 64bit 64GB ram 600gb NVMe are from <b>Dag Vilmar Tveit</b>.<br/>
Results for Intel(R) Core(TM) i5-4440 CPU @ 3.10GHz are from <b>Peter, Chun-Sheng, Li</b>.<br/>
Results for MacBook Pro M1 are from <b>Filatenkov Arthur</b>.<br/>
Results for AWS instance type im4gn.4xlarge are from <b>Ananth Gundabattula</b> (Darwinium).<br/>
Results for AWS instance type im4gn.8xlarge are from <b>Ananth Gundabattula</b> (Darwinium).<br/>
Results for AWS instance type im4gn.16xlarge are from <b>Ananth Gundabattula</b> (Darwinium).<br/>
Results for AWS instance type i3.2xlarge are from <b>Ananth Gundabattula</b> (Darwinium).<br/>
Results for 2x EPYC 7702 on ZFS mirror NVME are from <b>Alibek A</b>.<br/>
Results for Intel 11th Gen Core i9-11900KF are from <b>Tim Xian</b>.<br/>
Results for AWS instance type m5a.4xlarge are from <b>Daniel Chimeno</b>.<br/>
Results for Huawei Taishan 920 are from <b>Yu ZiChange</b> at EioTek.<br/>
Results for Macbook Pro Intel Core i7 (2014) are from <b>Vladislav</b>.<br/>
Results for Hetzner EX62-NVME are from <b>Talles Airan</b>.<br/>
Results for AMD Ryzen 9 5950X are from <b>Stefan</b>.<br/>
Results for ScaleFlux CSD 3000 are from <b>Cliicy Luo</b> of ScaleFlux.<br/>
Results for Equinix metal n3.xlarge.x84 are from <b>Dave Cottlehuber</b>.
Results for Dell PowerEdge R740xd are from <b>Yu ZiChange</b> at EioTek.<br/>
Results for RISC-V are from <b>Aleksandr Razumov</b>.<br/>
Results for 7950x are from <b>Enrico</b>.<br/>
Results for Steam Deck are from <b>Chashnikov Alexander</b>.<br/>
Results also contributed by <b>Jing Xu</b>, <b>Alan Paul Kwan</b>, <b>Dan Roscigno</b>, <b>Includeno</b>, <b>J Wng</b>.<br/>
Results for scaleway GP1-L 132x x86 64bit 128GB ram 50gb Block Storage are from <b>Alexandre Becquet</b>.<br/>
Results for Ampere Altra Q64-22 are from <b>Vladimir Smirnov</b>.<br/>
</p>
</div>

<script type="text/javascript">

const constant_time_add = 0.01;
const missing_result_penalty = 2;
const missing_result_time = 300;

let selectors = {
    "machine": {},
    "type": {},
    "metric": "hot",
    "queries": [],
};

let theme = 'light';

function setTheme(new_theme) {
    theme = new_theme;
    document.documentElement.setAttribute('data-theme', theme);
    window.localStorage.setItem('theme', theme);
    render();
}

document.getElementById('toggle-light').addEventListener('click', e => setTheme('light'));
document.getElementById('toggle-dark').addEventListener('click', e => setTheme('dark'));

let new_theme = window.localStorage.getItem('theme');
if (new_theme && new_theme != theme) {
    setTheme(new_theme);
}

/// Generate selectors

let machines = document.getElementById('selectors_machine');
let types = document.getElementById('selectors_type');

let unique_machines = [... new Set(data.map(elem => elem.machine))].sort();

function toggle(e, elem, selectors_map) {
    selectors_map[elem] = !selectors_map[elem];
    e.target.className = selectors_map[elem] ? 'selector selector-active' : 'selector';
    render();
    updateHistory();
}

function toggleAll(e, selectors_map) {
    const new_value = Object.keys(selectors_map).filter(k => selectors_map[k]).length * 2 < Object.keys(selectors_map).length;
    [...e.target.parentElement.querySelectorAll('a')].map(
        elem => { elem.className = new_value ? 'selector selector-active' : 'selector' });

    Object.keys(selectors_map).map(k => { selectors_map[k] = new_value });
    render();
    updateHistory();
}

unique_machines.map(elem => {
    let selector = document.createElement('a');
    selector.className = 'selector selector-active';
    selector.appendChild(document.createTextNode(elem));
    machines.appendChild(selector);
    if (!(elem in selectors.machine)) { selectors.machine[elem] = data.some(entry => entry.machine == elem && !entry.hide); }
    selector.addEventListener('click', e => toggle(e, elem, selectors.machine));

    /// Highlighting summary rows and table columns on hovering over the machine selector.
    selector.addEventListener('mouseover', e => {
        [...document.querySelectorAll('.summary-row')].map(row => {
            row.className = row.dataset.machine == elem ? 'summary-row summary-row-hilite' : 'summary-row' });
        [...document.querySelectorAll('.th-entry')].map(th => {
            th.className = th.dataset.machine == elem ? 'th-entry th-entry-hilite' : 'th-entry' });
    });
    selector.addEventListener('mouseout', e => {
        [...document.querySelectorAll('.summary-row')].map(row => { row.className = 'summary-row' });
        [...document.querySelectorAll('.th-entry')].map(row => { row.className = 'th-entry' });
    });
});

[... new Set(data.map(elem => elem.tags).flat())].map(elem => {
    let selector = document.createElement('a');
    selector.className = 'selector selector-active';
    selector.appendChild(document.createTextNode(elem));
    types.appendChild(selector);
    if (!(elem in selectors.type)) { selectors.type[elem] = true; }
    selector.addEventListener('click', e => toggle(e, elem, selectors.type));
});

document.getElementById('select-all-machines').addEventListener('click', e => toggleAll(e, selectors.machine));
document.getElementById('select-all-types').addEventListener('click', e => toggleAll(e, selectors.type));

[...document.getElementById('selectors_run').querySelectorAll('a')].map(elem => elem.addEventListener('click', e => {
    [...e.target.parentElement.querySelectorAll('a')].map(elem => { elem.className = elem == e.target ? 'selector selector-active' : 'selector' });
}));

document.getElementById('selector-metric-cold').addEventListener('click', e => { selectors.metric = 'cold'; render(); updateHistory(); });
document.getElementById('selector-metric-hot').addEventListener('click', e => { selectors.metric = 'hot'; render(); updateHistory(); });

selectors.queries = [...data[0].result.keys()].map(k => true);

function updateSelectors() {
    [...machines.childNodes].map(elem => { elem.className = selectors.machine[elem.innerText] ? 'selector selector-active' : 'selector' });
    [...types.childNodes].map(elem => { elem.className = selectors.type[elem.innerText] ? 'selector selector-active' : 'selector' });

    [...document.getElementById('selectors_run').querySelectorAll('a')].map(elem => {
        elem.className = elem.id == 'selector-metric-' + selectors.metric ? 'selector selector-active' : 'selector' });

    [...document.querySelectorAll('.query-checkbox')].map((elem, i) => { elem.checked = selectors.queries[i] });
}

function clearElement(elem)
{
    while (elem.firstChild) {
        elem.removeChild(elem.lastChild);
    }
}

function selectRun(timings) {
    return selectors.metric == 'cold' ? timings[0] : (timings[1] !== null && timings[2] !== null ? Math.min(timings[1], timings[2]) : null)
}

function addNote(text) {
    let note = document.createElement('sup');
    note.className = 'note';
    note.appendChild(document.createTextNode('†'));

    let tooltip = document.createElement('span');
    tooltip.className = 'tooltip tooltip-result';
    tooltip.appendChild(document.createTextNode(text));

    note.appendChild(tooltip);
    return note;
}

function renderSummary(filtered_data) {
    let table = document.getElementById('summary');
    clearElement(table);

    /// Generate summary

    /// The algorithm: for each of the queries,
    /// - if there is a result - take query duration, add 10 ms, and divide it to the corresponding value from the baseline,
    /// - if there is no result - take the worse query duration across all query runs for this machine and multiply by 2.
    /// Take geometric mean across the queries.

    let summary = {};

    const num_queries = filtered_data[0].result.length;

    const baseline_data = [...filtered_data[0].result.keys()].map(query_num =>
        [...Array(3).keys()].map(run_num =>
            Math.min(...filtered_data.filter(elem => !elem.fake).map(elem => elem.result[query_num][run_num]).filter(x => x != null))));

    let summaries = filtered_data.map(elem => {
        const fallback_timing = missing_result_penalty * Math.max(missing_result_time, ...elem.result.map(timings => selectRun(timings)));

        let accumulator = 0;
        let used_queries = 0;

        const no_queries_selected = selectors.queries.filter(x => x).length == 0;

        for (let i = 0; i < num_queries; ++i) {
            if (no_queries_selected || selectors.queries[i]) {
                const curr_timing = selectRun(elem.result[i]) ?? fallback_timing;
                const baseline_timing = selectRun(baseline_data[i]);
                const ratio = (constant_time_add + curr_timing) / (constant_time_add + baseline_timing);
                accumulator += Math.log(ratio);
                ++used_queries;
            }
        }

        return Math.exp(accumulator / used_queries);
    });

    const sorted_indices = [...summaries.keys()].sort((a, b) => summaries[a] - summaries[b]);
    const max_ratio = summaries[sorted_indices[sorted_indices.length - 1]];

    sorted_indices.map(idx => {
        const elem = filtered_data[idx];

        let tr = document.createElement('tr');
        tr.className = 'summary-row';

        tr.dataset.machine = elem.machine;

        let td_name = document.createElement('td');
        td_name.className = 'summary-name';

        if (!elem.fake) {
            let link = document.createElement('a');
            link.appendChild(document.createTextNode(`${elem.machine}`));
            link.href = "https://github.com/ClickHouse/ClickBench/blob/main/hardware/" + elem.source;
            td_name.appendChild(link);
        } else {
            td_name.appendChild(document.createTextNode(elem.machine));
        }

        if (elem.comment) { td_name.appendChild(addNote(elem.comment)); }
        td_name.appendChild(document.createTextNode(': '));

        const ratio = summaries[idx];
        const percentage = summaries[idx] / max_ratio * 100;

        let td_number = document.createElement('td');
        td_number.className = 'summary-number';

        const text = `×${ratio.toFixed(2)}`;

        td_number.appendChild(document.createTextNode(text));

        let td_bar = document.createElement('td');
        td_bar.className = 'summary-bar-cell';

        let bar = document.createElement('div');

        bar.className = `summary-bar`;
        bar.style.width = `${percentage}%`;

        td_bar.appendChild(bar);

        tr.appendChild(td_name);
        tr.appendChild(td_bar);
        tr.appendChild(td_number);
        table.appendChild(tr);
    });

    return [sorted_indices, baseline_data];
}

function colorize(elem, ratio) {
    let [r, g, b] = [0, 0, 0];

    /// ratio less than 1 - green
    /// ratio from 1 to 2 - green to yellow
    /// ratio from 2 to 10 - yellow to red
    /// ratio from 10 to 1000 to infinity - red to brown to black

    /// Note: we are using RGB space without proper gamma correction. Read more: https://www.handprint.com/HP/WCL/color1.html

    if (ratio !== null) {
        if (ratio < 1) {
            r = 232;
            g = 255;
            b = 232;
        } else if (ratio <= 1) {
            g = 255;
        } else if (ratio <= 2) {
            g = 255;
            r = (ratio - 1) * 255;
        } else if (ratio <= 10) {
            g = (10 - ratio) / 8 * 255;
            r = 255;
        } else {
            r = (1 - ((ratio - 10) / ((ratio - 10) + 1000))) * 255;
        }
    }

    if (document.documentElement.getAttribute('data-theme') == 'dark') {
        r /= 1.5;
        g /= 1.5;
        b /= 1.5;
    }

    elem.style.backgroundColor = `rgb(${r}, ${g}, ${b})`;
    if (ratio === null || ratio > 10) {
        /// This will look better on dark backgrounds
        elem.style.color = 'white';
    } else {
        elem.style.color = 'black';
    }

    /// The best result is highlighted
    if (ratio == 1) {
        elem.style.fontWeight = 'bold';
    }
}

function render() {
    let details_head = document.getElementById('details_head');
    let details_body = document.getElementById('details_body');

    clearElement(details_head);
    clearElement(details_body);

    let filtered_data = data.filter(elem =>
        selectors.machine[elem.machine] &&
        elem.tags.filter(type => selectors.type[type]).length > 0);

    let nothing_selected_elem = document.getElementById('nothing-selected');
    if (filtered_data.length == 0) {
        nothing_selected_elem.style.display = 'block';
        [...document.querySelectorAll('.comparison')].map(e => e.style.display = 'none');
        return;
    }
    nothing_selected_elem.style.display = 'none';
    [...document.querySelectorAll('.comparison')].map(e => e.style.display = 'block');

    let [sorted_indices, baseline_data] = renderSummary(filtered_data);
    sorted_indices = sorted_indices.filter(idx => !filtered_data[idx].fake);

    /// Generate details

    /// Global checkbox
    {
        let th_checkbox = document.createElement('th');
        let checkbox = document.createElement('input');
        checkbox.type = 'checkbox';
        checkbox.checked = true;
        checkbox.addEventListener('change', e => {
            [...document.querySelectorAll('.query-checkbox')].map(elem => { elem.checked = e.target.checked });
            selectors.queries.map((_, i) => { selectors.queries[i] = e.target.checked });
            renderSummary(filtered_data);
            updateHistory();
        });
        th_checkbox.appendChild(checkbox);
        details_head.appendChild(th_checkbox);
        details_head.appendChild(document.createElement('th'));
    }

    /// Table header
    sorted_indices.map(idx => {
        const elem = filtered_data[idx];
        let th = document.createElement('th');
        th.appendChild(document.createTextNode(`${elem.machine}`));
        th.className = 'th-entry';
        th.dataset.machine = elem.machine;
        details_head.appendChild(th);
    });

    /// Query runtimes
    const num_queries = filtered_data[0].result.length;

    for (let query_num = 0; query_num < num_queries; ++query_num) {
        let tr = document.createElement('tr');
        tr.className = 'shadow';

        let td_checkbox = document.createElement('td');
        let checkbox = document.createElement('input');
        checkbox.type = 'checkbox';
        checkbox.className = 'query-checkbox';
        checkbox.checked = selectors.queries[query_num];
        checkbox.addEventListener('change', e => {
            selectors.queries[query_num] = e.target.checked;
            renderSummary(filtered_data);
            updateHistory();
        });
        td_checkbox.appendChild(checkbox);
        tr.appendChild(td_checkbox);

        let td_query_num = document.createElement('td');
        td_query_num.className = 'note';
        td_query_num.appendChild(document.createTextNode(`Q${query_num}. `));

        let tooltip = document.createElement('span');
        tooltip.className = 'tooltip tooltip-query';
        tooltip.appendChild(document.createTextNode(`Query ${query_num}: ${queries[query_num]}`));
        td_query_num.appendChild(tooltip);

        tr.appendChild(td_query_num);

        sorted_indices.map(idx => {
            const curr_timing = selectRun(filtered_data[idx].result[query_num]);
            const baseline_timing = selectRun(baseline_data[query_num]);
            const ratio = curr_timing !== null ? (constant_time_add + curr_timing) / (constant_time_add + baseline_timing) : null;

            let td = document.createElement('td');
            td.appendChild(document.createTextNode(curr_timing !== null ? `${curr_timing.toFixed(2)}s (×${ratio.toFixed(2)})` : '☠'));

            colorize(td, ratio);
            tr.appendChild(td);
        });

        details_body.appendChild(tr);
    }
}

function updateHistory() {
    history.pushState(selectors, '',
        window.location.pathname + (window.location.search || '') + '#' + btoa(JSON.stringify(selectors)));
}

window.onpopstate = function(event) {
    if (!event.state) { return; }
    selectors = event.state;
    render();
    updateSelectors();
};

if (window.location.hash) {
    try {
        selectors = JSON.parse(atob(window.location.hash.substring(1)));
    } catch {}
}

render();
updateSelectors();

</script>
</body>
</html>
